{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":110,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":110,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"d00b39c47957","filters":{"venue":"Patient Experience Journal"}},"results":[{"id":"W339647249","doi":"10.35680/2372-0247.1064","title":"Patient partnership in quality improvement of healthcare services: Patients’ inputs and challenges faced","year":2015,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":147,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"General partnership; Patient experience; Health care; Quality (philosophy); Quality management; Nursing; Medicine; Experiential learning; Process (computing); Patient satisfaction; Perception; Medical education; Public relations; Psychology; Business; Political science; Marketing; Pedagogy","authors":[{"name":"Marie‐Pascale Pomey","is_ca":true},{"name":"Hassiba Hihat","is_ca":true},{"name":"May Khalifa","is_ca":true},{"name":"Paule Lebel","is_ca":true},{"name":"André Néron","is_ca":true},{"name":"Vincent Dumez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3993442384443669,"gpt":0.4645835504902933,"spread":0.06523931204592642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0227353,0.0004470582,0.0006613425,0.0008483479,0.01105471,0.01138516,0.001376197,0.002645567,0.00422375],"category_scores_gemma":[0.04549167,0.0005114126,0.0006240731,0.001045735,0.00522484,0.005902904,0.01325416,0.005903649,0.000576192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00287964,"about_ca_system_score_gemma":0.009174111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002267787,"about_ca_topic_score_gemma":0.003258653,"domain_scores_codex":[0.9338332,0.05380234,0.001529195,0.001012729,0.005082424,0.004740078],"domain_scores_gemma":[0.9670051,0.01528692,0.003938275,0.0008898567,0.003386329,0.009493407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001076249,0.0004578718,0.04201989,0.0004775244,0.00008650524,0.002734946,0.8536839,0.0002743469,0.001028155,0.00814453,0.01435282,0.07663184],"study_design_scores_gemma":[0.00002112961,0.0003348055,0.007868598,0.0003675522,0.00002260387,0.002240303,0.9469656,0.0003729423,0.0003865578,0.003488143,0.03786149,0.0000701669],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8762382,0.002347457,0.005096,0.07945687,0.0004934763,0.0001745781,0.00008098708,0.00008667682,0.03602588],"genre_scores_gemma":[0.9932801,0.0006783261,0.001358629,0.003243213,0.00008197815,0.00006318948,0.00002443091,0.00001889146,0.001251312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0227353,"threshold_uncertainty_score":0.1202372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955855285","doi":"10.35680/2372-0247.1334","title":"Patient partner compensation in research and health care: the patient perspective on why and how","year":2018,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":127,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Arthritis Patient Alliance; Rare Disease Foundation","funders":"","keywords":"Compensation (psychology); Public relations; Perspective (graphical); Patient experience; Health care; Value (mathematics); Diversity (politics); Quality (philosophy); Medicine; Nursing; Psychology; Business; Political science; Social psychology","authors":[{"name":"Dawn P. Richards","is_ca":true},{"name":"Isabel Jordán","is_ca":true},{"name":"Kimberly Strain","is_ca":true},{"name":"Zal Press","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4480009350853823,"gpt":0.5429786214315757,"spread":0.09497768634619341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04184326,0.0003805477,0.0005783872,0.0009200142,0.01126775,0.01738475,0.001870693,0.006797165,0.00687281],"category_scores_gemma":[0.03396831,0.0003413923,0.0006527008,0.000997523,0.03579369,0.0182974,0.01739464,0.01463851,0.0009469177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00410153,"about_ca_system_score_gemma":0.01431591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204201,"about_ca_topic_score_gemma":0.003173417,"domain_scores_codex":[0.926687,0.06363284,0.001136214,0.001271089,0.003489253,0.003783627],"domain_scores_gemma":[0.9581417,0.02265028,0.002365743,0.002276109,0.002390491,0.01217568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009388223,0.000255325,0.005893384,0.0006141796,0.00004730244,0.002426014,0.4270068,0.0002453364,0.0006660692,0.3861962,0.103643,0.07291244],"study_design_scores_gemma":[0.00004463944,0.0004181585,0.00168996,0.001286468,0.00003028434,0.003919382,0.4187795,0.000210021,0.0004210364,0.1069169,0.4661967,0.00008690236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.036807,0.01407211,0.008573539,0.8602225,0.002335045,0.00006399968,0.00004711526,0.000084448,0.07779414],"genre_scores_gemma":[0.8044464,0.01510464,0.004692857,0.154108,0.002200358,0.0002285137,0.00004706159,0.00009364868,0.01907839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04184326,"threshold_uncertainty_score":0.2212909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345288650","doi":"10.35680/2372-0247.1111","title":"Relationship-centred care in health: A 20-year scoping review","year":2016,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital; Toronto East General Hospital; University of Toronto; Mount Sinai Hospital; Centre for Addiction and Mental Health","funders":"","keywords":"Thematic analysis; Health care; Grey literature; Nursing; Medicine; Medical education; Psychology; MEDLINE; Qualitative research; Sociology","authors":[{"name":"Sophie Soklaridis","is_ca":true},{"name":"Paula Ravitz","is_ca":true},{"name":"Gili Adler Nevo","is_ca":true},{"name":"Susan Lieff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3099208475429386,"gpt":0.4807746407678453,"spread":0.1708537932249066,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02488616,0.001748666,0.005142921,0.02684005,0.002289015,0.007294027,0.002892106,0.00559438,0.00408055],"category_scores_gemma":[0.06140722,0.001802524,0.004538453,0.03387158,0.002704598,0.01063466,0.005442302,0.003676523,0.001069462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01078703,"about_ca_system_score_gemma":0.03148721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122925,"about_ca_topic_score_gemma":0.02579429,"domain_scores_codex":[0.9870911,0.004431541,0.004445455,0.00092516,0.002596476,0.0005102015],"domain_scores_gemma":[0.9324575,0.04982821,0.005980024,0.001232384,0.009566916,0.0009349025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000914114,0.00009284463,0.00085865,0.4155568,0.0008276367,0.0003476798,0.002718802,0.0004989573,0.0003209902,0.006556443,0.01781003,0.5543199],"study_design_scores_gemma":[0.00001443738,0.00007226192,0.001623022,0.8730538,0.001126021,0.0003263715,0.001079721,0.0001290887,0.00009749143,0.001569817,0.1208686,0.0000392631],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002123074,0.9979389,0.0002340253,0.0006901016,0.0003087968,0.0001105745,0.0000369858,0.000006443167,0.0004618455],"genre_scores_gemma":[0.001428677,0.9970735,0.0005867692,0.0003898906,0.0001053788,0.0002265681,0.00006966239,0.000004416074,0.0001152109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02684005,"threshold_uncertainty_score":0.1316122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2344468716","doi":"10.35680/2372-0247.1104","title":"Applying experience-based co-design with vulnerable populations: Lessons from a systematic review of methods to involve patients, families and service providers in child and youth mental health service improvement","year":2016,"lang":"en","type":"review","venue":"Patient Experience Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Ontario College of Art and Design","funders":"Ontario Ministry of Research and Innovation; Government of Ontario; McMaster University","keywords":"Mental health; Participatory action research; Service provider; Confidentiality; Medicine; Population; Medical education; Grey literature; Citizen journalism; Nursing; Service (business); Psychology; MEDLINE; Psychiatry; Sociology; Computer science; World Wide Web","authors":[{"name":"Alison Mulvale","is_ca":true},{"name":"Ashleigh Miatello","is_ca":true},{"name":"Christina Hackett","is_ca":true},{"name":"Gillian Mulvale","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3006248484969017,"gpt":0.4931899392868085,"spread":0.1925650907899068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4138089,0.002050809,0.00637854,0.01614893,0.003615675,0.01215067,0.005360944,0.004512311,0.002294225],"category_scores_gemma":[0.4928482,0.001905183,0.005790474,0.01660478,0.01276605,0.01732469,0.00998753,0.004750271,0.0004228443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01689887,"about_ca_system_score_gemma":0.05551967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008666903,"about_ca_topic_score_gemma":0.02565724,"domain_scores_codex":[0.4472953,0.4733168,0.04764141,0.00602422,0.02333326,0.002388884],"domain_scores_gemma":[0.2427779,0.696979,0.01534749,0.0146964,0.02878365,0.001415463],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002987149,0.0002118445,0.002067931,0.3953433,0.0023174,0.0006990663,0.1165736,0.0009171647,0.0005791032,0.02000096,0.00464208,0.4563488],"study_design_scores_gemma":[0.000358723,0.0006396095,0.001909731,0.8501031,0.002310566,0.0006039253,0.04843108,0.0005785809,0.0008256002,0.02035303,0.07374211,0.0001439947],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01289021,0.8741621,0.06585068,0.02541964,0.001949411,0.01318939,0.000246522,0.0001393522,0.006152759],"genre_scores_gemma":[0.1986986,0.4977837,0.2491149,0.01178037,0.0006435686,0.04047082,0.000252896,0.0002157654,0.001039402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5861911,"threshold_uncertainty_score":0.722878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610162045","doi":"10.35680/2372-0247.1181","title":"Experiences of communication barriers between physicians and immigrant patients: A systematic review and thematic synthesis","year":2017,"lang":"en","type":"review","venue":"Patient Experience Journal","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Immigration; Language barrier; Interpreter; Conversation; Medicine; Narrative; Thematic analysis; Health care; Nursing; Medical education; Family medicine; Psychology; Qualitative research; Sociology; Political science; Social science; Computer science; Linguistics","authors":[{"name":"Salim Ahmed","is_ca":true},{"name":"Sonya Lee","is_ca":true},{"name":"Nusrat Shommu","is_ca":true},{"name":"Nahid Rumana","is_ca":true},{"name":"Tanvir Chowdhury Turin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.11524851118484,"gpt":0.4692990034813272,"spread":0.3540504922964872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01213448,0.001259073,0.004417466,0.01366665,0.001294141,0.002839361,0.001672816,0.00172611,0.003658981],"category_scores_gemma":[0.05321404,0.0008585406,0.004143598,0.01289649,0.001092671,0.003174989,0.002597634,0.001221324,0.0002305511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005047341,"about_ca_system_score_gemma":0.0148058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005323381,"about_ca_topic_score_gemma":0.01573992,"domain_scores_codex":[0.9890652,0.004750164,0.003547251,0.0005548361,0.001740877,0.000341763],"domain_scores_gemma":[0.966509,0.02635113,0.004151321,0.0004301459,0.002280464,0.0002778889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001133984,0.00002410163,0.00105573,0.9494387,0.002352612,0.0003326075,0.005424736,0.00008020352,0.0001841674,0.0007387961,0.001677816,0.0385772],"study_design_scores_gemma":[0.00005400769,0.00009777917,0.002529164,0.9527941,0.01253343,0.0005633893,0.007658062,0.00005816692,0.0001860312,0.0004858408,0.02300548,0.00003457128],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00832366,0.9859168,0.0007296827,0.001114924,0.0002130636,0.001769484,0.0008662202,0.00001298731,0.001053103],"genre_scores_gemma":[0.05339126,0.9376618,0.002164218,0.001142122,0.0001002558,0.004616003,0.0005291837,0.00001087556,0.0003843846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01366665,"threshold_uncertainty_score":0.064174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W588388658","doi":"10.35680/2372-0247.1069","title":"Meaningful and effective patient engagement: What matters most to stakeholders","year":2015,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health; University of Alberta; Alberta Health Services","funders":"","keywords":"Stakeholder; Thematic analysis; Stakeholder engagement; Public relations; Nonprobability sampling; Context (archaeology); Corporate governance; Health care; Qualitative research; Medical education; Psychology; Nursing; Knowledge management; Medicine; Business; Political science; Sociology","authors":[{"name":"M. Bellows","is_ca":true},{"name":"Katharina Kovacs Burns","is_ca":true},{"name":"Karen Jackson","is_ca":true},{"name":"Brae Surgeoner","is_ca":true},{"name":"Jennifer Gallivan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3463863732167433,"gpt":0.4287843734910622,"spread":0.08239800027431898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07042595,0.0006724076,0.001679178,0.001557004,0.01111987,0.01665739,0.002320805,0.0057846,0.004787582],"category_scores_gemma":[0.1050203,0.0006674007,0.0008424337,0.001980026,0.01204002,0.0215766,0.01066867,0.00642707,0.0009977064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007613442,"about_ca_system_score_gemma":0.02262452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002161673,"about_ca_topic_score_gemma":0.002425431,"domain_scores_codex":[0.8737107,0.1039591,0.003837998,0.002830907,0.007266763,0.008394556],"domain_scores_gemma":[0.9172797,0.05123159,0.006807577,0.002318237,0.007083872,0.01527903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002217911,0.0003174245,0.02606144,0.00400146,0.0001501816,0.001390753,0.7271727,0.0003420326,0.003305818,0.03667961,0.01843803,0.1819188],"study_design_scores_gemma":[0.00004107628,0.0003523407,0.008451713,0.003669915,0.0000769916,0.0009301026,0.8434532,0.0004948486,0.001436,0.04859845,0.09238224,0.0001132283],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3164702,0.013431,0.04848737,0.5647081,0.001763096,0.001793591,0.0003387749,0.0003697907,0.05263804],"genre_scores_gemma":[0.9658495,0.004710358,0.01105089,0.01534068,0.000302138,0.000805954,0.00008323204,0.0001014937,0.001755788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07042595,"threshold_uncertainty_score":0.3724525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2740896546","doi":"10.35680/2372-0247.1209","title":"Experience-based co-design: A method for patient and family engagement in system-level quality improvement","year":2017,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Niagara Health System; Cancer Care Ontario; Brock University","funders":"","keywords":"Focus group; Health care; Nursing; Patient experience; Quality (philosophy); Quality management; Medicine; Medical education; Psychology; Knowledge management; Family medicine; Business; Computer science; Marketing","authors":[{"name":"Bianca Fucile","is_ca":true},{"name":"Erica Bridge","is_ca":true},{"name":"Charlene Duliban","is_ca":true},{"name":"Madelyn Law","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.523737222959111,"gpt":0.5376479832120638,"spread":0.01391076025295279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06600761,0.001890695,0.001211569,0.004608334,0.003637768,0.00474001,0.003058548,0.001721133,0.01625202],"category_scores_gemma":[0.07575676,0.001225439,0.001719873,0.002649677,0.006301629,0.004260902,0.01032504,0.003110892,0.002775234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0036215,"about_ca_system_score_gemma":0.007239283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044924,"about_ca_topic_score_gemma":0.002874778,"domain_scores_codex":[0.9010507,0.0872196,0.002176668,0.004207144,0.004126302,0.00121968],"domain_scores_gemma":[0.879419,0.0927598,0.003942964,0.01272465,0.008427667,0.002725907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001375178,0.003075493,0.00507523,0.004607612,0.0001610561,0.0006069588,0.2968405,0.001359222,0.009090062,0.03653754,0.01679008,0.6244811],"study_design_scores_gemma":[0.004900425,0.009759135,0.01798346,0.009347154,0.000602283,0.001912398,0.2912796,0.01408763,0.02270245,0.112568,0.5139962,0.0008613042],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09625817,0.0009774892,0.7969857,0.003539475,0.0008218189,0.04688645,0.000781632,0.001677103,0.05207211],"genre_scores_gemma":[0.1575304,0.000392771,0.7710672,0.00137941,0.0001116834,0.05886786,0.0002890929,0.000440061,0.009921549],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06600761,"threshold_uncertainty_score":0.3490857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143617208","doi":"10.35680/2372-0247.1032","title":"Evaluation of an advisory committee as a model for patient engagement","year":2014,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cancer Care Nova Scotia; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Thematic analysis; Advisory committee; Public engagement; Psychology; Medical education; Public relations; Medicine; Qualitative research; Political science; Sociology","authors":[{"name":"Cynthia Kendell","is_ca":true},{"name":"Robin Urquhart","is_ca":true},{"name":"Jill Petrella","is_ca":true},{"name":"Sarah MacDonald","is_ca":true},{"name":"Meg McCallum","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3942672860562396,"gpt":0.4994796702389497,"spread":0.1052123841827101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1440976,0.0009743199,0.0007233101,0.001542715,0.006785489,0.009627249,0.004339962,0.003355537,0.009254227],"category_scores_gemma":[0.1754816,0.0006502582,0.001661718,0.001470743,0.00514548,0.00643652,0.01385626,0.003870878,0.001409748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01089507,"about_ca_system_score_gemma":0.02465941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002951761,"about_ca_topic_score_gemma":0.004228157,"domain_scores_codex":[0.7107455,0.2656932,0.004774231,0.002231624,0.01119714,0.005358309],"domain_scores_gemma":[0.785362,0.1349105,0.008944293,0.01484141,0.02485776,0.031084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.006074998,0.02539792,0.03615473,0.007554598,0.0003829387,0.001580457,0.2158234,0.01042556,0.00438933,0.05755252,0.04547812,0.5891855],"study_design_scores_gemma":[0.009415389,0.06900261,0.03292948,0.01015007,0.000963859,0.001472691,0.3847825,0.04517338,0.01041665,0.03263953,0.4021825,0.0008711768],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7949724,0.0008513087,0.07076623,0.02396735,0.002060746,0.02758067,0.0004441251,0.0009838063,0.07837335],"genre_scores_gemma":[0.8623907,0.0007738189,0.1007993,0.003120037,0.0002567365,0.02544717,0.0003362966,0.0002023774,0.006673552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1440976,"threshold_uncertainty_score":0.7620698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802693676","doi":"10.35680/2372-0247.1250","title":"Barriers and facilitators to family participation in the care of their hospitalized loved ones","year":2018,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Feeling; Nursing; Health care; Experiential knowledge; Experiential learning; Quality (philosophy); Patient experience; Medicine; Qualitative research; Psychology; Social psychology","authors":[{"name":"Lynda Bélanger","is_ca":true},{"name":"Marie Desmartis","is_ca":true},{"name":"Martin Coulombe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06736414611867915,"gpt":0.4058879196138436,"spread":0.3385237734951644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006217426,0.0003311211,0.0005077573,0.0007617638,0.005228353,0.002222655,0.001138749,0.0008915131,0.003060359],"category_scores_gemma":[0.01900957,0.0003503129,0.0005368142,0.0004401034,0.002557459,0.002114188,0.003107814,0.001223279,0.0002130904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002035059,"about_ca_system_score_gemma":0.003904063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006880411,"about_ca_topic_score_gemma":0.0102633,"domain_scores_codex":[0.9932566,0.004781701,0.0003042482,0.0002610025,0.0004335981,0.0009628444],"domain_scores_gemma":[0.9851768,0.009199444,0.002116606,0.0003229955,0.0009786278,0.002205485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002425233,0.0002107079,0.1077409,0.0004940185,0.00006823449,0.005263233,0.8452122,0.0001358329,0.0009919698,0.001743502,0.001602532,0.03629451],"study_design_scores_gemma":[0.000009020595,0.0002040809,0.02996325,0.0004021786,0.00002542458,0.001827855,0.9585069,0.0001464126,0.0002786038,0.0004961585,0.008100079,0.00004007022],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993847,0.0009250542,0.0004137708,0.001807478,0.00004283754,0.00004094351,0.00003458004,0.000005117141,0.002883205],"genre_scores_gemma":[0.9978753,0.0006575332,0.0004019813,0.0002837579,0.00001611357,0.00003465378,0.00002737165,0.000003764214,0.0006996388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006880411,"threshold_uncertainty_score":0.03288126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940632738","doi":"10.35680/2372-0247.1338","title":"Twelve principles to support caregiver engagement in health care systems and health research","year":2019,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"CARE Canada; Lunenfeld-Tanenbaum Research Institute; Trillium Health Centre; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Nursing; Stakeholder; Best practice; Psychology; Stakeholder engagement; Medical education; Incentive; Health care; Quality (philosophy); Public relations; Medicine; Political science","authors":[{"name":"Kerry Kuluski","is_ca":true},{"name":"Kristina M. Kokorelias","is_ca":true},{"name":"Allie Peckham","is_ca":true},{"name":"Jodeme Goldhar","is_ca":true},{"name":"John T. Petrie","is_ca":true},{"name":"Carole Anne Alloway","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4171630768153684,"gpt":0.5209324940068476,"spread":0.1037694171914792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3145056,0.001351675,0.001417461,0.004614024,0.01391489,0.01424,0.004342438,0.007751832,0.001759418],"category_scores_gemma":[0.1516717,0.002767239,0.002285546,0.00325979,0.03600862,0.008714857,0.02423311,0.01782805,0.001262177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0168051,"about_ca_system_score_gemma":0.1090981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008160123,"about_ca_topic_score_gemma":0.01938454,"domain_scores_codex":[0.6893737,0.2368382,0.02534583,0.005983592,0.03197937,0.01047928],"domain_scores_gemma":[0.6857335,0.1904092,0.02197354,0.02826958,0.04709674,0.02651745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002121889,0.001564635,0.01727549,0.005069201,0.0002497986,0.001190315,0.35329,0.001499834,0.003553437,0.2326766,0.03354269,0.3498758],"study_design_scores_gemma":[0.0005185737,0.00127748,0.02934232,0.0131678,0.0002672873,0.002639413,0.139915,0.002384887,0.004729543,0.309481,0.4957819,0.0004948166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05323903,0.005483981,0.4236905,0.3823352,0.001913128,0.01883485,0.0002291361,0.001193149,0.113081],"genre_scores_gemma":[0.1987373,0.002460187,0.7612467,0.01609937,0.000284731,0.01398134,0.0001068959,0.000111721,0.006971754],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3145056,"threshold_uncertainty_score":0.8453366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2548513637","doi":"10.35680/2372-0247.1134","title":"Patient Advisors: How to implement a process for involvement at all levels of governance in a healthcare organization","year":2016,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Université de Montréal","funders":"","keywords":"Coaching; Corporate governance; Health care; Process (computing); Service (business); Documentation; Clinical governance; Patient experience; Public relations; Medicine; Business; Nursing; Psychology; Medical education; Political science; Marketing","authors":[{"name":"Marie‐Pascale Pomey","is_ca":true},{"name":"Édith Morin","is_ca":true},{"name":"Catherine Neault","is_ca":true},{"name":"Veronique Biron","is_ca":true},{"name":"Lise Houle","is_ca":true},{"name":"Louise Lavigueur","is_ca":true},{"name":"Guy Bouvette","is_ca":true},{"name":"Nicole St-Pierre","is_ca":false},{"name":"Martín Beaumont","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2041631739045798,"gpt":0.4425340566920871,"spread":0.2383708827875073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.210023,0.001838497,0.001528446,0.003627521,0.0237196,0.01872841,0.005718943,0.0102409,0.01152006],"category_scores_gemma":[0.2611004,0.001771244,0.001704946,0.002578122,0.0108165,0.02602093,0.02208297,0.01789906,0.008484168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01198101,"about_ca_system_score_gemma":0.08483391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008604485,"about_ca_topic_score_gemma":0.01585985,"domain_scores_codex":[0.7773489,0.1667537,0.01023463,0.005939566,0.03041574,0.009307517],"domain_scores_gemma":[0.7614656,0.08627991,0.01830512,0.01894917,0.04994961,0.06505066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001967272,0.001992528,0.01283795,0.001798335,0.0001482199,0.00125582,0.1333803,0.0008249509,0.004001115,0.01649198,0.1497094,0.6773626],"study_design_scores_gemma":[0.0006426499,0.002720631,0.02256015,0.006922955,0.0002079269,0.003412294,0.2122443,0.002778877,0.004389165,0.0550451,0.6883134,0.0007624439],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07638446,0.004353337,0.2279359,0.6205207,0.006286478,0.01383837,0.0001733485,0.002954915,0.04755257],"genre_scores_gemma":[0.3073664,0.005074839,0.5785378,0.07511151,0.002571426,0.009221626,0.0003047281,0.0006704642,0.02114125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.210023,"threshold_uncertainty_score":0.9741822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767414730","doi":"10.35680/2372-0247.1192","title":"Patient and provider experiences with relationship, information, and management continuity","year":2017,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; Saskatchewan Health Quality Council","funders":"","keywords":"Context (archaeology); Health care; Patient satisfaction; Perspective (graphical); Continuity of care; Focus group; Patient experience; Nursing; Medicine; Value (mathematics); Quality (philosophy); Psychology; Business; Marketing; Computer science","authors":[{"name":"Jeanette Jackson","is_ca":true},{"name":"Gail MacKean","is_ca":true},{"name":"Tim Cooke","is_ca":true},{"name":"Markus Lahtinen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03744606443727594,"gpt":0.3809401373799096,"spread":0.3434940729426337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008740417,0.0001273079,0.0003581425,0.0005045345,0.003348644,0.003324477,0.0006104413,0.001070304,0.003548133],"category_scores_gemma":[0.03363312,0.0003053291,0.0003789851,0.0008781412,0.001645068,0.002076646,0.002685772,0.002379855,0.0002097437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003842847,"about_ca_system_score_gemma":0.004293213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01814603,"about_ca_topic_score_gemma":0.01675781,"domain_scores_codex":[0.9904109,0.006372735,0.0005346066,0.0003173204,0.00142092,0.0009434568],"domain_scores_gemma":[0.9804257,0.01123424,0.002853106,0.0004939468,0.001516052,0.003477182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000554634,0.0006156529,0.1813155,0.0004798275,0.0001637395,0.002456103,0.7035757,0.0004764194,0.0008261076,0.00468667,0.01292908,0.09192056],"study_design_scores_gemma":[0.00009561375,0.001097897,0.1386598,0.0006336115,0.0001360207,0.004439806,0.7724084,0.001368703,0.0005439334,0.001540725,0.07889638,0.000179152],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768436,0.002003778,0.0007181731,0.00854332,0.00009709845,0.00007010915,0.0002084833,0.00003265126,0.01148277],"genre_scores_gemma":[0.9967712,0.0007729768,0.0005243185,0.0009621609,0.00002846147,0.00002635438,0.00008511227,0.000008548023,0.000820802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01814603,"threshold_uncertainty_score":0.04622424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224993411","doi":"10.35680/2372-0247.1656","title":"The use of patient experience data for quality improvement in hospitals: A scoping review","year":2022,"lang":"en","type":"review","venue":"Patient Experience Journal","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Trillium Health Centre","funders":"Canadian Institutes of Health Research","keywords":"CINAHL; PsycINFO; Patient experience; MEDLINE; Medicine; Quality management; Grey literature; Nursing; Psychosocial; Cochrane Library; Multidisciplinary approach; Qualitative property; Qualitative research; Health care; Quality (philosophy); Medical education; Psychological intervention; Computer science; Alternative medicine; Operations management","authors":[{"name":"Lauren Cadel","is_ca":true},{"name":"Michelle Marcinow","is_ca":true},{"name":"Harprit Singh","is_ca":true},{"name":"Kerry Kuluski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5675747913550359,"gpt":0.6004248617543785,"spread":0.03285007039934262,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1150951,0.001819349,0.005376723,0.04783027,0.002316022,0.01172473,0.00306571,0.004112565,0.002556808],"category_scores_gemma":[0.2658261,0.001767366,0.005003417,0.04818726,0.004324201,0.01330473,0.006184497,0.002643299,0.0004812291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01160708,"about_ca_system_score_gemma":0.03138499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005996662,"about_ca_topic_score_gemma":0.01086819,"domain_scores_codex":[0.8528876,0.08383513,0.04157712,0.003988828,0.01622471,0.001486557],"domain_scores_gemma":[0.5427577,0.3998287,0.02518502,0.006239535,0.02486174,0.001127193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001195558,0.00009867937,0.002234261,0.6337497,0.001367463,0.0002938178,0.009145694,0.0004331549,0.000298314,0.004164077,0.00370901,0.3443863],"study_design_scores_gemma":[0.00002643185,0.0001183173,0.002152991,0.9513974,0.001804392,0.0002751085,0.005806522,0.0001420535,0.0002637324,0.001292019,0.03667316,0.00004777757],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003564589,0.9826434,0.003603391,0.003501538,0.0005842762,0.002531483,0.0005251496,0.00002933789,0.003016801],"genre_scores_gemma":[0.04051316,0.9363229,0.01245352,0.001702801,0.0002477841,0.007814956,0.0006063603,0.00003316077,0.0003053039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1150951,"threshold_uncertainty_score":0.6086885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900045824","doi":"10.35680/2372-0247.1227","title":"Developing the first pan-Canadian acute care patient experiences survey","year":2018,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Health PEI; Canadian Institute for Health Information; Capital District Health Authority","funders":"","keywords":"Benchmarking; General partnership; Survey data collection; Health care; Medicine; Patient experience; Patient satisfaction; Nursing; Family medicine; Psychology; Medical education","authors":[{"name":"Salima Hadibhai","is_ca":true},{"name":"Jeanie Lacroix","is_ca":true},{"name":"Kira Leeb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1223361163592982,"gpt":0.4359617258344449,"spread":0.3136256094751467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02261881,0.0008379478,0.0009121912,0.0062432,0.004462078,0.003057956,0.002507952,0.0006868336,0.004980542],"category_scores_gemma":[0.02678829,0.0008261226,0.001322886,0.006778413,0.0008399436,0.001234048,0.004352535,0.001923486,0.0008824356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07274225,"about_ca_system_score_gemma":0.1890166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9473141,"about_ca_topic_score_gemma":0.9647978,"domain_scores_codex":[0.9855884,0.002423123,0.001790311,0.0007313426,0.006866529,0.002600244],"domain_scores_gemma":[0.9537141,0.002213564,0.001140348,0.00109077,0.03795137,0.003889873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008356979,0.001309472,0.3203277,0.003199958,0.0002816505,0.0006729773,0.02973949,0.004847225,0.003087808,0.0170335,0.2069868,0.4116778],"study_design_scores_gemma":[0.0001966158,0.0005983558,0.7321005,0.001116553,0.00007553902,0.0001172478,0.02667481,0.003462877,0.001871451,0.001348738,0.232199,0.0002382357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5211157,0.002090184,0.03890194,0.01228871,0.0008440052,0.1260656,0.1990698,0.001233322,0.09839076],"genre_scores_gemma":[0.5712847,0.00258294,0.2114966,0.004017918,0.0001102081,0.08146352,0.1119522,0.0002320097,0.01686002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07274225,"threshold_uncertainty_score":0.5277845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104906196","doi":"10.35680/2372-0247.1398","title":"Patient-centric culture and implications for patient engagement during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Public relations; Accountability; Health care; Patient experience; Psychology; Medicine; Nursing; Political science","authors":[{"name":"Umair Majid","is_ca":true},{"name":"Aghna Wasim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2869004560709934,"gpt":0.4538525548990259,"spread":0.1669520988280325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03656103,0.0003658595,0.0003923037,0.001211523,0.01774589,0.01542993,0.002175969,0.003506185,0.003990598],"category_scores_gemma":[0.05389784,0.0003823871,0.0005856996,0.001084621,0.03242605,0.008551961,0.01913171,0.01075767,0.000301509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009236974,"about_ca_system_score_gemma":0.01339667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005170255,"about_ca_topic_score_gemma":0.004667566,"domain_scores_codex":[0.9288942,0.0576967,0.001558798,0.001659832,0.004333377,0.005857059],"domain_scores_gemma":[0.9508066,0.02556784,0.008095636,0.002271455,0.004043394,0.009215066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006622632,0.0001717313,0.03080997,0.0001593268,0.00004656916,0.0007696724,0.834341,0.0002904349,0.0003428488,0.1083096,0.004637823,0.02005479],"study_design_scores_gemma":[0.00001431896,0.0001152502,0.009987143,0.0004134302,0.00001318316,0.000561934,0.9246346,0.000557718,0.0002497785,0.02844739,0.03494057,0.00006458042],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7266529,0.001763067,0.00763292,0.1702282,0.0008602162,0.0001797572,0.00005236439,0.00004440677,0.09258621],"genre_scores_gemma":[0.9929309,0.000267334,0.0004808373,0.00544627,0.00006541027,0.00005059968,0.000008911261,0.00001284952,0.0007367833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03656103,"threshold_uncertainty_score":0.1933555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W79233716","doi":"10.35680/2372-0247.1035","title":"Hindsight is 20/20: Lessons learned after implementing experience based design","year":2014,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Regional Municipality of Durham; Northeast Cancer Centre; Health Sciences North; Cancer Care Ontario","funders":"","keywords":"Hindsight bias; Patient experience; Work (physics); Medical education; Quality (philosophy); Perspective (graphical); Quality management; Health care; Psychology; Medicine; Nursing; Engineering; Computer science; Operations management; Political science","authors":[{"name":"Kate Bak","is_ca":true},{"name":"Laura MacDougall","is_ca":true},{"name":"Esther Green","is_ca":true},{"name":"Lesley Moody","is_ca":true},{"name":"Genevieve Obarski","is_ca":true},{"name":"Lori Hale","is_ca":true},{"name":"Susan Boyko","is_ca":true},{"name":"Deborah Devitt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1008393205897943,"gpt":0.4789910152700685,"spread":0.3781516946802743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03533377,0.0008389669,0.0005219377,0.001136162,0.001525678,0.006170807,0.002793372,0.001270705,0.01259565],"category_scores_gemma":[0.04945875,0.0005970388,0.0006323734,0.001173279,0.002708283,0.005027664,0.004532767,0.003568642,0.003761186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819516,"about_ca_system_score_gemma":0.004661291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161532,"about_ca_topic_score_gemma":0.002838795,"domain_scores_codex":[0.9723493,0.01951409,0.001087872,0.001145067,0.004805863,0.00109789],"domain_scores_gemma":[0.940685,0.03241792,0.00107849,0.008629542,0.01316759,0.004021477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000191603,0.0007765978,0.002090042,0.001151805,0.00002812639,0.0004513785,0.04104028,0.001100211,0.004315052,0.01775067,0.04037999,0.8907243],"study_design_scores_gemma":[0.0002851824,0.002297804,0.005490578,0.00282866,0.00009430822,0.002008842,0.03447004,0.006093339,0.009021665,0.04238052,0.8948412,0.0001879701],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05962991,0.001435033,0.78696,0.02036735,0.002274363,0.003471804,0.000333416,0.005429176,0.1200989],"genre_scores_gemma":[0.1615668,0.00166726,0.7901312,0.003414359,0.0003724835,0.001784117,0.0004889724,0.00238734,0.03818755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03533377,"threshold_uncertainty_score":0.186865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W147726279","doi":"10.35680/2372-0247.1008","title":"Transforming the patient experience: Bringing to life a patient- and family-centred interprofessional collaborative practice model of care at Kingston General Hospital","year":2014,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Transformational leadership; Nursing; Patient experience; Medicine; Health care; SAFER; Ambulatory care; Quality management; Quality (philosophy); Medical education; Psychology; Operations management; Management system","authors":[{"name":"Anndale McTavish","is_ca":true},{"name":"Cynthia Phillips","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01900201361741343,"gpt":0.3671029055241842,"spread":0.3481008919067707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01026811,0.0006219717,0.0004543267,0.0009924831,0.009756196,0.01337696,0.003688743,0.004228569,0.004164211],"category_scores_gemma":[0.00886356,0.0006173716,0.0007598714,0.001066797,0.0110256,0.007050073,0.01460014,0.00672699,0.001463535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01836854,"about_ca_system_score_gemma":0.05069235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04758926,"about_ca_topic_score_gemma":0.1201416,"domain_scores_codex":[0.9813192,0.01304243,0.0005062021,0.0008462832,0.002500587,0.001785275],"domain_scores_gemma":[0.9852142,0.002167805,0.0005208031,0.001069845,0.001559584,0.009467828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000228267,0.001287451,0.02529131,0.001139356,0.0001273528,0.00668331,0.3985826,0.002396988,0.003085705,0.04803192,0.1615953,0.3515505],"study_design_scores_gemma":[0.0001673738,0.001273472,0.01641771,0.001741431,0.0001004388,0.004311205,0.3245817,0.002606994,0.00164603,0.03726821,0.6094874,0.0003979992],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.255802,0.008389837,0.08685815,0.5137907,0.002634358,0.001347233,0.0002044571,0.001575216,0.1293981],"genre_scores_gemma":[0.7953866,0.00739197,0.1151772,0.04871544,0.0004089956,0.0007567821,0.000238609,0.0003585776,0.03156591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9524108,"threshold_uncertainty_score":0.1332737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385892106","doi":"10.35680/2372-0247.1806","title":"Patient-centered care frameworks, models and approaches: An environmental scan","year":2023,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; University of Toronto","funders":"","keywords":"Operationalization; Psychosocial; Reimbursement; Health care; Competence (human resources); Psychology; Nursing; Medicine; Knowledge management; Medical education; Computer science; Social psychology; Political science","authors":[{"name":"Aghna Wasim","is_ca":true},{"name":"Maria Sajan","is_ca":true},{"name":"Umair Majid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2918628378704444,"gpt":0.4012327754020631,"spread":0.1093699375316187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04927488,0.0007039597,0.0008273456,0.00695448,0.008421797,0.01798925,0.003008125,0.004024551,0.005341485],"category_scores_gemma":[0.03973454,0.0006476109,0.0009730097,0.01141886,0.03609584,0.02392301,0.01602518,0.008955297,0.000388574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02801187,"about_ca_system_score_gemma":0.0327496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308718,"about_ca_topic_score_gemma":0.01694152,"domain_scores_codex":[0.9383725,0.05072105,0.002041307,0.002074471,0.004641693,0.002149035],"domain_scores_gemma":[0.9283097,0.06197602,0.002200288,0.001936299,0.003890659,0.001686868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002772805,0.00008780917,0.002858395,0.002897598,0.00003351084,0.0004851524,0.1510439,0.0006590004,0.00008832434,0.7178844,0.01055855,0.1133757],"study_design_scores_gemma":[0.0000224233,0.0000936403,0.002348763,0.02112623,0.00003728439,0.0009361124,0.3404527,0.0006496758,0.0002085723,0.2493617,0.3846973,0.00006563527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.05832871,0.2394384,0.06315506,0.4294743,0.001428488,0.0009090742,0.0008224817,0.00013516,0.2063084],"genre_scores_gemma":[0.7792926,0.1261978,0.05037412,0.03644351,0.0004349297,0.002691317,0.0004031629,0.0002027652,0.00395978],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04927488,"threshold_uncertainty_score":0.2605936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2737579743","doi":"10.35680/2372-0247.1205","title":"Lack of patient involvement in care decisions and not receiving written discharge instructions are associated with unplanned readmissions up to one year","year":2017,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Logistic regression; Patient experience; Odds; Health care; Family medicine; Retrospective cohort study; Odds ratio; Telephone interview; Hospital discharge; Telephone survey; Patient discharge; Emergency medicine; MEDLINE; Medical emergency; Intensive care medicine; Internal medicine","authors":[{"name":"Kyle Kemp","is_ca":true},{"name":"Hude Quan","is_ca":true},{"name":"Maria Santana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1703842035328068,"gpt":0.4331275097738893,"spread":0.2627433062410825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000860314,0.0002839459,0.000308083,0.0006486526,0.0004476197,0.0007888265,0.0004531937,0.000474108,0.001225624],"category_scores_gemma":[0.006401846,0.0002772281,0.0005300223,0.0006476636,0.0002535124,0.0005164564,0.0007099004,0.001028887,0.0001560285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000487177,"about_ca_system_score_gemma":0.0006692481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113572,"about_ca_topic_score_gemma":0.02051712,"domain_scores_codex":[0.9989386,0.0002832919,0.0001604301,0.0001285474,0.0002510583,0.0002381447],"domain_scores_gemma":[0.9912502,0.001310451,0.005438563,0.0002941708,0.0005806586,0.001125998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003370975,0.00003350888,0.9992512,0.000005782093,0.00002029465,0.00002794317,0.00007334811,0.00001321955,0.00001568086,0.000002391037,0.00002889611,0.0004939281],"study_design_scores_gemma":[0.000001365664,0.00005394543,0.9995614,0.000008212475,0.0000103972,0.00007169641,0.000186342,0.00004839475,0.00001133647,0.000004307613,0.00004025572,0.000002323929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993458,0.0002238783,0.0000270508,0.00004481275,0.000005177172,0.000005334376,0.0001324335,0.00000218336,0.000213247],"genre_scores_gemma":[0.9995951,0.00009110446,0.00003665141,0.00001603361,0.000006983486,0.000005051365,0.0001522448,7.824099e-7,0.00009609857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0113572,"threshold_uncertainty_score":0.02258217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802113114","doi":"10.35680/2372-0247.1235","title":"How patients view their contribution as partners in the enhancement of patient safety in clinical care","year":2018,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research","keywords":"Patient safety; General partnership; Limiting; Medicine; Nursing; Health care; Proactivity; Interpersonal communication; Competence (human resources); Psychology; Social psychology; Business","authors":[{"name":"Marie‐Pascale Pomey","is_ca":true},{"name":"Nathalie Clavel","is_ca":true},{"name":"Ursulla Aho-Glele","is_ca":true},{"name":"Noemie Ferré","is_ca":true},{"name":"Paloma Fernandez-McAuley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05202859872754498,"gpt":0.4550487807350206,"spread":0.4030201820074756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0118054,0.0004858767,0.0004235762,0.000903467,0.005284511,0.01155361,0.001142444,0.003527089,0.00690206],"category_scores_gemma":[0.0349814,0.0004396508,0.0008019712,0.0006307822,0.005491167,0.007697657,0.008061698,0.004394528,0.001086449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002916101,"about_ca_system_score_gemma":0.004962403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002831347,"about_ca_topic_score_gemma":0.003406096,"domain_scores_codex":[0.966515,0.0281752,0.0005233662,0.0007441478,0.002052386,0.001990013],"domain_scores_gemma":[0.983061,0.00748756,0.002473196,0.0004716291,0.001631739,0.004874903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002591741,0.0004208062,0.06417377,0.0005549772,0.0002119847,0.00640774,0.7737049,0.0004547556,0.0009212606,0.0191885,0.02569441,0.1080077],"study_design_scores_gemma":[0.00008728454,0.0005200859,0.01347733,0.0009241797,0.0001064333,0.008352899,0.8369821,0.0006200126,0.0004320476,0.01131822,0.127021,0.0001583246],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7847074,0.01150035,0.009926954,0.1116486,0.00116011,0.0001958343,0.0001354149,0.0001549658,0.08057024],"genre_scores_gemma":[0.9862701,0.002445239,0.001298995,0.00674608,0.0001387962,0.00006241177,0.00003996853,0.00002918619,0.002969137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118054,"threshold_uncertainty_score":0.06243366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942410882","doi":"10.35680/2372-0247.1323","title":"How have Patients' Experiences of Cancer Care Been Linked to Survival? A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Patient Experience Journal","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Cancer survival; MEDLINE; Patient experience; Cancer; Health care; Systematic review; Family medicine; Internal medicine","authors":[{"name":"Saleh A. Alessy","is_ca":false},{"name":"Margreet Lüchtenborg","is_ca":false},{"name":"Elizabeth Davies","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.187981013979012,"gpt":0.5080735580673742,"spread":0.3200925440883622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008520801,0.0007638489,0.004283428,0.008461795,0.0006676618,0.002785025,0.001114954,0.00161375,0.002868629],"category_scores_gemma":[0.06081884,0.0008266282,0.005632204,0.01193034,0.001105261,0.002397187,0.001402776,0.001117642,0.0001679161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360963,"about_ca_system_score_gemma":0.00857899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100015,"about_ca_topic_score_gemma":0.0246848,"domain_scores_codex":[0.9892805,0.004461646,0.003754237,0.0007880332,0.001499739,0.000215862],"domain_scores_gemma":[0.941834,0.045321,0.008922536,0.0006109789,0.002787523,0.0005238242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002534676,0.00002684718,0.009366251,0.934184,0.01549278,0.0001548109,0.001224028,0.00009418484,0.00007672414,0.0003940277,0.001620378,0.03711249],"study_design_scores_gemma":[0.000138768,0.0002793538,0.0298314,0.8982825,0.05059679,0.0008409479,0.001725025,0.0001043088,0.0001248589,0.0003327033,0.01768177,0.00006158855],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005294692,0.993093,0.0001114247,0.0003832499,0.00009136637,0.0001557261,0.0005739761,0.000004355891,0.0002922695],"genre_scores_gemma":[0.07096384,0.9268741,0.0004328566,0.0006844531,0.00009953763,0.0004560078,0.0003913344,0.000006538083,0.0000913258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01100015,"threshold_uncertainty_score":0.04506284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966471871","doi":"10.35680/2372-0247.1362","title":"Involving patients and families in a social robot study","year":2019,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia; Simon Fraser University","funders":"","keywords":"General partnership; Medical education; Psychology; Participatory action research; Nursing; Medicine; Public relations; Sociology","authors":[{"name":"Lillian Hung","is_ca":true},{"name":"Annette Berndt","is_ca":false},{"name":"Christine Wallsworth","is_ca":false},{"name":"Neil Horne","is_ca":false},{"name":"Mario Gregorio","is_ca":false},{"name":"Jim Mann","is_ca":false},{"name":"Cindy H. Liu","is_ca":true},{"name":"Evan Woldum","is_ca":true},{"name":"Andy Au-Yeung","is_ca":true},{"name":"Habib Chaudhury","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1494660836289006,"gpt":0.434060018465539,"spread":0.2845939348366384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02647768,0.001182124,0.001531336,0.002438129,0.01702096,0.007641613,0.002344485,0.003337102,0.004367947],"category_scores_gemma":[0.02797016,0.0009912088,0.0008877335,0.001415532,0.01051597,0.00794308,0.01063011,0.005020973,0.001024954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004314194,"about_ca_system_score_gemma":0.005866337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002778312,"about_ca_topic_score_gemma":0.004344343,"domain_scores_codex":[0.9599469,0.03390367,0.0006616639,0.001371767,0.001147305,0.002968712],"domain_scores_gemma":[0.9805233,0.0110706,0.001334376,0.001382271,0.001515373,0.004174112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001681616,0.0005514407,0.004960279,0.0001377548,0.00001710227,0.002066475,0.9793005,0.00007169006,0.000271312,0.001047709,0.001709245,0.009698222],"study_design_scores_gemma":[0.0000697545,0.0009015594,0.002334669,0.0001239695,0.00001412111,0.0008180751,0.9826125,0.00008770611,0.0001552661,0.000680465,0.01216007,0.00004180378],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831288,0.0008782073,0.002589623,0.005771174,0.0002957679,0.001063896,0.0001383835,0.0000489235,0.006085181],"genre_scores_gemma":[0.9908473,0.0008542341,0.00165098,0.00214344,0.0001466904,0.002072408,0.00006707593,0.00003543026,0.002182337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02647768,"threshold_uncertainty_score":0.140029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382515032","doi":"10.35680/2372-0247.1439","title":"A concept analysis of the patient experience","year":2023,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut du Savoir Montfort; Ottawa Hospital; Bruyère; University of Ottawa","funders":"Royal Society","keywords":"Patient experience; Patient safety; Quality (philosophy); Health care; Dimension (graph theory); Nursing; Medicine; Patient care; Psychology","authors":[{"name":"Tanja Avlijas","is_ca":true},{"name":"Janet E. Squires","is_ca":true},{"name":"Michelle Lalonde","is_ca":true},{"name":"Chantal Backman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1025564482943349,"gpt":0.4584595893687237,"spread":0.3559031410743888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01044502,0.0004057391,0.000481364,0.007902052,0.001504028,0.004326011,0.0008377299,0.0008384562,0.002229047],"category_scores_gemma":[0.01772313,0.0001574714,0.0009231247,0.006344086,0.004563997,0.005632687,0.002718982,0.001036032,0.0001653509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505729,"about_ca_system_score_gemma":0.003847616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094106,"about_ca_topic_score_gemma":0.0007245581,"domain_scores_codex":[0.9910151,0.005984622,0.0006688008,0.000441929,0.001652538,0.0002369951],"domain_scores_gemma":[0.9816602,0.01389934,0.0009552111,0.0003714723,0.002749245,0.0003644597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002087794,0.0001546869,0.01441922,0.004845107,0.0001472391,0.001324839,0.5372035,0.0007203004,0.00428311,0.217694,0.004394291,0.2146048],"study_design_scores_gemma":[0.00008348578,0.0007259775,0.03441851,0.005083037,0.000179313,0.003916185,0.6783283,0.003974133,0.002333469,0.09870006,0.1720773,0.0001801765],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6455579,0.01884928,0.1888707,0.01177742,0.000906805,0.003461167,0.001492462,0.0001103518,0.1289738],"genre_scores_gemma":[0.9202132,0.00433533,0.06992149,0.0009782533,0.0001147062,0.001584241,0.0004818834,0.00001910738,0.002351853],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01044502,"threshold_uncertainty_score":0.0552392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2220174683","doi":"10.35680/2372-0247.1101","title":"Bringing patient advisors to the bedside: a promising avenue for improving partnership between patients and their care team","year":2015,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation; Institut de Readaptation Gingras Lindsay de Montreal; McGill University Health Centre; Université du Québec à Montréal","funders":"Canadian Foundation for Healthcare Improvement","keywords":"Feeling; Hopefulness; Patient experience; Medicine; General partnership; Patient satisfaction; Health care; Nursing; Psychology","authors":[{"name":"Karine Vigneault","is_ca":true},{"name":"Johanne Higgins","is_ca":true},{"name":"Marie‐Pascale Pomey","is_ca":true},{"name":"Josée Arsenault","is_ca":true},{"name":"Valérie Lahaie","is_ca":true},{"name":"Audrey-Maude Mercier","is_ca":true},{"name":"Olivier Fortin","is_ca":true},{"name":"A. Danino","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08490942695021522,"gpt":0.4057803332569199,"spread":0.3208709063067047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0212282,0.0007820335,0.0006940326,0.001371964,0.01067887,0.01162615,0.004464019,0.005134888,0.01790119],"category_scores_gemma":[0.02723495,0.000840239,0.001548246,0.001095713,0.005368251,0.01448253,0.02002381,0.008367256,0.002969653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003593104,"about_ca_system_score_gemma":0.02174888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002652324,"about_ca_topic_score_gemma":0.009421783,"domain_scores_codex":[0.9727913,0.02191909,0.0005047765,0.0009909627,0.001801171,0.001992651],"domain_scores_gemma":[0.9511149,0.01559482,0.00305768,0.00272123,0.002432534,0.02507889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000384772,0.00609593,0.01807602,0.0024645,0.0002122215,0.003170312,0.2073387,0.0007417622,0.002226799,0.03045612,0.09304072,0.6357921],"study_design_scores_gemma":[0.001181851,0.004515945,0.02873466,0.004874324,0.0002408917,0.007101811,0.3273863,0.002447872,0.001360596,0.060211,0.5614699,0.0004748948],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2298972,0.007159774,0.09325822,0.5478424,0.004469612,0.002990185,0.000128559,0.001468746,0.1127852],"genre_scores_gemma":[0.745629,0.007580081,0.1874609,0.03948926,0.002155579,0.003438818,0.0001634031,0.0002385232,0.01384452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0212282,"threshold_uncertainty_score":0.1122668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022252007","doi":"10.35680/2372-0247.1378","title":"Using shared mental models to conceptualize patients as professionals, decision-makers, collaborators, and members of interprofessional healthcare teams","year":2020,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Health care; Public relations; Psychology; Professional boundaries; Mental health; Nursing; Medicine; Political science","authors":[{"name":"Umair Majid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2044322666084328,"gpt":0.4611019054507521,"spread":0.2566696388423194,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01899986,0.001241656,0.0005370487,0.004386804,0.009644532,0.018212,0.004156319,0.004650316,0.002260786],"category_scores_gemma":[0.01369715,0.0005351467,0.001080121,0.00199194,0.06212515,0.02494591,0.0187243,0.009960268,0.0003520853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01003013,"about_ca_system_score_gemma":0.009178001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006374815,"about_ca_topic_score_gemma":0.005036579,"domain_scores_codex":[0.9644452,0.03000197,0.0006645506,0.001179075,0.001973666,0.001735614],"domain_scores_gemma":[0.9881541,0.006137445,0.001419724,0.001248886,0.0008206839,0.00221918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002425739,0.00004278217,0.001796666,0.00008604595,0.00002207094,0.0005383383,0.5111009,0.0004945904,0.0001348725,0.47771,0.001669356,0.006380194],"study_design_scores_gemma":[0.0000350602,0.0001216971,0.001032913,0.0006000005,0.000033842,0.001378757,0.5225073,0.002110337,0.0002203293,0.4036972,0.06818283,0.00007982508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3430925,0.009606111,0.2428278,0.1401466,0.001296272,0.0006053018,0.0002065158,0.0002429208,0.261976],"genre_scores_gemma":[0.9817402,0.00121366,0.01088574,0.00262637,0.00009833161,0.0002336885,0.00006424865,0.00003188894,0.003105783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01899986,"threshold_uncertainty_score":0.100482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2941179286","doi":"10.35680/2372-0247.1352","title":"Patient participation in medical consultations: the experience of patients from various ethnolinguistic backgrounds","year":2019,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Saint-Boniface; Université Laval","funders":"","keywords":"Patient participation; Perspective (graphical); Qualitative research; Assertiveness; Psychology; Ethnic group; Fluency; Patient experience; Health care; Medicine; Nursing; Social psychology; Sociology; Political science","authors":[{"name":"Rhéa Rocque","is_ca":true},{"name":"Annabel Levesque","is_ca":true},{"name":"Yvan Leanza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05331070578750818,"gpt":0.4505009991797033,"spread":0.3971902933921951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008898414,0.0007579878,0.0008907455,0.001452807,0.009916511,0.005862895,0.001317943,0.002861674,0.002196159],"category_scores_gemma":[0.02223227,0.0007560736,0.0006149433,0.001242326,0.006674304,0.003981723,0.009222079,0.003277476,0.0003274738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234838,"about_ca_system_score_gemma":0.00226765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003111106,"about_ca_topic_score_gemma":0.004740628,"domain_scores_codex":[0.98048,0.01573875,0.0005388649,0.0005636705,0.0009932695,0.00168553],"domain_scores_gemma":[0.9836522,0.01060605,0.00182332,0.000386002,0.0007052686,0.002827048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008287046,0.00005872026,0.006066221,0.00008065886,0.00001090202,0.00128455,0.9875174,0.00002563002,0.0006831687,0.0002643726,0.000253887,0.003671613],"study_design_scores_gemma":[0.00001568903,0.000233614,0.004110394,0.00009882882,0.0000143181,0.002904275,0.9874179,0.00008451843,0.0002733101,0.0001917962,0.004612486,0.00004279788],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967764,0.0004248438,0.0003342154,0.001135336,0.00002368581,0.0000332857,0.00002065145,0.0000090003,0.001242677],"genre_scores_gemma":[0.9978698,0.0004690885,0.000322822,0.0007111363,0.00002554832,0.00006452027,0.0000260442,0.000009583289,0.0005012799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009916511,"threshold_uncertainty_score":0.04705983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W155257600","doi":"10.35680/2372-0247.1026","title":"Feasibility of using emergency department patient experience surveys as a proxy for equity of care","year":2014,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Provincial Health Services Authority; Ministry of Health; Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Emergency department; Medicine; Patient experience; Equity (law); Proxy (statistics); Mental health; Health care; Family medicine; Environmental health; Nursing; Psychiatry","authors":[{"name":"Helen Chiu","is_ca":true},{"name":"Nadia Batara","is_ca":true},{"name":"Robert Stenstrom","is_ca":false},{"name":"Lianne Carley","is_ca":true},{"name":"Catherine Jones","is_ca":true},{"name":"Lena Cuthbertson","is_ca":true},{"name":"Eric Grafstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2429762971390666,"gpt":0.5331190110435268,"spread":0.2901427139044601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.064799,0.0003213391,0.0003287923,0.001832048,0.0006063198,0.001697178,0.0008615161,0.0006538595,0.001286554],"category_scores_gemma":[0.1103555,0.0002614711,0.0004714412,0.001589752,0.000950951,0.002020519,0.002549232,0.0008419561,0.0002224588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007480201,"about_ca_system_score_gemma":0.001544504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001652328,"about_ca_topic_score_gemma":0.002257607,"domain_scores_codex":[0.9230966,0.05922515,0.005508626,0.001825136,0.00853161,0.001812919],"domain_scores_gemma":[0.8659288,0.08109338,0.02618859,0.009395865,0.01542232,0.001971025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004360235,0.0003524916,0.9486696,0.0001671276,0.00009604564,0.00004165669,0.002029032,0.0002648647,0.0006785164,0.0006018456,0.0004860512,0.0461767],"study_design_scores_gemma":[0.00007124977,0.0033148,0.981953,0.0002557667,0.00006733047,0.0002286608,0.00496416,0.002115375,0.001799169,0.0007638101,0.004420856,0.00004581693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655505,0.0005360458,0.01823658,0.001083768,0.00009694458,0.002119185,0.0007440098,0.00004389553,0.01158906],"genre_scores_gemma":[0.9912803,0.00009221295,0.007093235,0.0002515276,0.00004194966,0.0007779522,0.0002172578,0.000005628391,0.0002399766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.064799,"threshold_uncertainty_score":0.342694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2985264635","doi":"10.35680/2372-0247.1356","title":"Conceptual frameworks and degrees of patient engagement in the planning and designing of health services: A scoping review of qualitative studies","year":2019,"lang":"en","type":"review","venue":"Patient Experience Journal","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Variety (cybernetics); General partnership; Health care; Knowledge management; Psychological intervention; Conceptual framework; Public engagement; Grey literature; Psychology; Medicine; Nursing; Medical education; Public relations; Sociology; MEDLINE; Computer science; Business; Political science","authors":[{"name":"Umair Majid","is_ca":true},{"name":"Anna R. Gagliardi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5798499298687548,"gpt":0.6281194120493828,"spread":0.04826948218062799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1620666,0.001463992,0.003017645,0.02502123,0.004944566,0.01021104,0.003735064,0.002628958,0.003550413],"category_scores_gemma":[0.2404186,0.001742339,0.003833683,0.03029822,0.009781267,0.01534164,0.009532767,0.003266909,0.0004185855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02321832,"about_ca_system_score_gemma":0.04335721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02314215,"about_ca_topic_score_gemma":0.03112232,"domain_scores_codex":[0.8750521,0.09241811,0.01737355,0.003065065,0.009916924,0.002174211],"domain_scores_gemma":[0.6144968,0.3487868,0.01187874,0.004840433,0.01915648,0.0008407193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001873804,0.00006807924,0.004750776,0.3497295,0.0007157607,0.0007905469,0.3392987,0.0008755682,0.0006895408,0.07004909,0.008098904,0.2247462],"study_design_scores_gemma":[0.00002786411,0.00006766374,0.002186636,0.6497548,0.000832208,0.0006152008,0.244078,0.0002759546,0.0005775762,0.01301877,0.08847853,0.00008686521],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02091905,0.9151448,0.02714437,0.01582423,0.0008781648,0.00515481,0.001746946,0.00004820156,0.01313949],"genre_scores_gemma":[0.2059924,0.7309906,0.0392952,0.005154145,0.0001698183,0.01557115,0.0009997427,0.0001003703,0.001726615],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1620666,"threshold_uncertainty_score":0.8571005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2799754644","doi":"10.35680/2372-0247.1244","title":"What are the most important dimensions of quality for addiction and mental health services from the perspective of its users?","year":2018,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services","funders":"Canadian Health Services Research Foundation; Canadian Foundation for Healthcare Improvement","keywords":"Focus group; Mental health; Thematic analysis; Patient experience; Addiction; Service (business); Psychology; Perspective (graphical); Medicine; Quality (philosophy); Nursing; Health care; Qualitative research; Psychiatry; Business","authors":[{"name":"Priscilla Liu","is_ca":true},{"name":"Shawn R. Currie","is_ca":true},{"name":"Jassandre Adamyk-Simpson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2028601560020738,"gpt":0.4333287338606497,"spread":0.230468577858576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007847171,0.0002411001,0.0004588464,0.001477054,0.002762623,0.006975211,0.000779418,0.001185692,0.002092398],"category_scores_gemma":[0.01793254,0.0003531949,0.0004917218,0.001835284,0.004072665,0.007359691,0.002966709,0.002113049,0.0001795386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004105581,"about_ca_system_score_gemma":0.00448184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008423071,"about_ca_topic_score_gemma":0.01632819,"domain_scores_codex":[0.9928563,0.004178867,0.0004310969,0.0002144972,0.001233415,0.00108583],"domain_scores_gemma":[0.987757,0.004747701,0.002447513,0.0002611138,0.001889371,0.002897286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001446548,0.0002201327,0.4560675,0.001551377,0.0001542522,0.0006650335,0.3323601,0.0002715001,0.00173436,0.01458115,0.009564756,0.1826852],"study_design_scores_gemma":[0.00001185432,0.0002515291,0.2218678,0.0008705346,0.00005933678,0.0009163502,0.7499071,0.0004945211,0.0003849325,0.005370543,0.01978896,0.00007665023],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9168364,0.007006394,0.002718328,0.05579792,0.0001672275,0.0001214349,0.0002438619,0.00003194254,0.01707645],"genre_scores_gemma":[0.9955538,0.001882054,0.001034378,0.001109396,0.00003972059,0.00002920785,0.00004051119,0.000007309034,0.0003035863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008423071,"threshold_uncertainty_score":0.04150033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899622067","doi":"10.35680/2372-0247.1307","title":"What older adults want from their health care providers","year":2018,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"","keywords":"Health care; Nursing; Service provider; Medicine; Service delivery framework; Flexibility (engineering); Population; Aging in place; Gerontology; Service (business); Psychology; Business; Marketing; Environmental health","authors":[{"name":"Hazel Williams-Roberts","is_ca":true},{"name":"Sylvia Abonyi","is_ca":true},{"name":"Julie Kryzanowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02721378776373326,"gpt":0.3771076516419963,"spread":0.349893863878263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00325521,0.0002349785,0.0004753873,0.0004109723,0.003945883,0.003914037,0.0004353276,0.002880899,0.00501301],"category_scores_gemma":[0.01172259,0.0002044225,0.0004396616,0.0004237359,0.001948346,0.005442862,0.002495111,0.003456599,0.001166047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319111,"about_ca_system_score_gemma":0.002274946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004824128,"about_ca_topic_score_gemma":0.01211066,"domain_scores_codex":[0.9974785,0.001270099,0.0001226724,0.0000972109,0.0005928467,0.0004385234],"domain_scores_gemma":[0.9943138,0.001200228,0.0007655684,0.0001391186,0.0009513163,0.002629893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001639929,0.0004249353,0.09593952,0.001459717,0.0001563262,0.00323294,0.4110352,0.00008204525,0.001328686,0.007526943,0.289371,0.1892787],"study_design_scores_gemma":[0.00003714352,0.0002513255,0.02982481,0.001617808,0.00005951104,0.00357617,0.6814678,0.0000701756,0.0002085802,0.004224356,0.2785944,0.00006790667],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4009238,0.02910111,0.0008443063,0.5019594,0.005432632,0.00006942091,0.0004457739,0.00007675588,0.06114671],"genre_scores_gemma":[0.818218,0.01983754,0.001334566,0.1440899,0.001826008,0.00006862981,0.000301239,0.00005267026,0.01427147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00501301,"threshold_uncertainty_score":0.01721537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2617477796","doi":"10.35680/2372-0247.1179","title":"When one is sick and two need help: Caregivers’ perspectives on the negative consequences of caring","year":2017,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Memorial University of Newfoundland; McGill University","funders":"","keywords":"Feeling; Thematic analysis; Psychology; Diversity (politics); Health care; Family caregivers; Resource (disambiguation); Qualitative research; Nursing; Medicine; Social psychology; Sociology","authors":[{"name":"Ilja Ormel","is_ca":false},{"name":"Susan Law","is_ca":true},{"name":"Courtney Abbott","is_ca":true},{"name":"Mark J. Yaffe⃰","is_ca":true},{"name":"Marc Saint-Cyr","is_ca":true},{"name":"Kerry Kuluski","is_ca":false},{"name":"Debbie Josephson","is_ca":false},{"name":"Ann C. Macaulay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06355655967893671,"gpt":0.3189440698604014,"spread":0.2553875101814647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01300479,0.000664924,0.0007223437,0.001281296,0.01396964,0.005511242,0.001291884,0.001787968,0.001856775],"category_scores_gemma":[0.02014552,0.0004957186,0.000620394,0.001051099,0.009389219,0.00545716,0.006930478,0.004673757,0.0002068605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005427739,"about_ca_system_score_gemma":0.008035335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04992834,"about_ca_topic_score_gemma":0.06656422,"domain_scores_codex":[0.9917703,0.005773345,0.0002857321,0.0002244181,0.0007859326,0.001160298],"domain_scores_gemma":[0.9883302,0.006600194,0.001036497,0.000270776,0.001727602,0.002034755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002576158,0.00001226053,0.004244459,0.00009216324,0.000008122312,0.001103402,0.9868532,0.00002239968,0.0001366,0.001170588,0.001845727,0.004485251],"study_design_scores_gemma":[0.000002959425,0.00001607781,0.001505203,0.0001810111,0.000007686896,0.0005292378,0.9884477,0.00003173028,0.00006530137,0.0004533977,0.008745968,0.00001368238],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9421605,0.0100247,0.001328003,0.0277126,0.0006296623,0.00006278978,0.0001266286,0.0000219784,0.01793322],"genre_scores_gemma":[0.9935538,0.002976129,0.0002632242,0.001818102,0.00007271406,0.00002684385,0.00002687443,0.00001231474,0.001250157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04992834,"threshold_uncertainty_score":0.09927547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3104810192","doi":"10.35680/2372-0247.1460","title":"Enhancing patient involvement in quality improvement: How complaint managers see their roles and limitations","year":2020,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Complaint; Quality (philosophy); Quality management; Health care; Medicine; Patient experience; Nursing; Business; Marketing; Service (business)","authors":[{"name":"Nathalie Clavel","is_ca":true},{"name":"Marie‐Pascale Pomey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1350050836727287,"gpt":0.3994386259286762,"spread":0.2644335422559476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05619065,0.0006097863,0.0007180432,0.001955856,0.01164535,0.0115468,0.003268491,0.003195377,0.002301345],"category_scores_gemma":[0.08118627,0.0007349265,0.0008273153,0.001561748,0.0158057,0.01090125,0.009410972,0.005096461,0.0003796527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009466879,"about_ca_system_score_gemma":0.01336623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007398341,"about_ca_topic_score_gemma":0.008970067,"domain_scores_codex":[0.8847314,0.09712876,0.002744719,0.002114101,0.007571582,0.005709455],"domain_scores_gemma":[0.90919,0.06596307,0.008230972,0.002386844,0.007976043,0.006252964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003989177,0.00007566303,0.009238797,0.0002051158,0.00001721194,0.0008048034,0.9682307,0.00007002299,0.0006450424,0.005741362,0.00232446,0.01260705],"study_design_scores_gemma":[0.00001843622,0.0001161623,0.003978167,0.0003331663,0.00002301963,0.000691993,0.9609835,0.000415706,0.0003833913,0.00280344,0.03019055,0.00006253511],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8839344,0.003139744,0.02337991,0.06398713,0.0004155878,0.0004226141,0.00009487064,0.0001923722,0.0244333],"genre_scores_gemma":[0.9892796,0.0006046534,0.003846474,0.004281248,0.00005879935,0.0001282593,0.0000248652,0.00003975563,0.001736289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05619065,"threshold_uncertainty_score":0.2971681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942404409","doi":"10.35680/2372-0247.1306","title":"A case study of the patient wait experience in an emergency department with therapy dogs","year":2019,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Psychology of Social Influence","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Emergency department; Feeling; Patient experience; Distress; Qualitative research; Patient safety; Adverse effect; Distraction; Health care; Nursing; Family medicine; Psychology; Clinical psychology","authors":[{"name":"Colleen Anne Dell","is_ca":true},{"name":"James Stempien","is_ca":true},{"name":"Lindsey Broberg","is_ca":true},{"name":"Alicia Husband","is_ca":true},{"name":"Lacey Jurke","is_ca":true},{"name":"Betty Rohr","is_ca":true},{"name":"Jane Smith","is_ca":true},{"name":"Joseph E. Rubin","is_ca":true},{"name":"Susan Tupper","is_ca":true},{"name":"Donna Goodridge","is_ca":true},{"name":"Cathie Fornssler","is_ca":false},{"name":"Logan Fele-Slaferek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06026329136563384,"gpt":0.3827222779111661,"spread":0.3224589865455322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001718653,0.0005850371,0.0006410726,0.001036669,0.009117992,0.002355393,0.001154907,0.003070129,0.002761043],"category_scores_gemma":[0.006679443,0.0005848168,0.0007909121,0.001101583,0.00318548,0.002013736,0.002888047,0.004531446,0.0003681944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003646812,"about_ca_system_score_gemma":0.002974601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007209416,"about_ca_topic_score_gemma":0.02560042,"domain_scores_codex":[0.9972991,0.001483599,0.000166279,0.0001735218,0.0003256526,0.0005517878],"domain_scores_gemma":[0.9956743,0.002029952,0.0006614165,0.0001282493,0.0002904545,0.00121569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002253169,0.001384053,0.05479022,0.0005229237,0.00006528289,0.3261685,0.5837307,0.0005087166,0.002673486,0.00575712,0.007524251,0.01664945],"study_design_scores_gemma":[0.00003802123,0.001307238,0.03095082,0.0004096553,0.00004563312,0.2244585,0.7060361,0.0009426507,0.000971477,0.001446077,0.03325056,0.0001432769],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892491,0.0007972856,0.001001267,0.00432926,0.0001417857,0.0001129489,0.00006272692,0.0000166538,0.00428904],"genre_scores_gemma":[0.9941445,0.0009106053,0.001317961,0.001388761,0.0001064356,0.00006327005,0.00003312192,0.00001702751,0.002018315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009117992,"threshold_uncertainty_score":0.02645957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987285097","doi":"10.35680/2372-0247.1386","title":"Patient perspectives: Four pillars of professionalism","year":2019,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Empathy; Competence (human resources); Health care; Focus group; Grounded theory; Psychology; Perspective (graphical); Medical education; Interpretative phenomenological analysis; Core competency; Qualitative research; Nursing; Medicine; Social psychology; Sociology","authors":[{"name":"Laura Yvonne Bulk","is_ca":true},{"name":"Donna Drynan","is_ca":true},{"name":"Sue Murphy","is_ca":true},{"name":"Patricia Gerber","is_ca":true},{"name":"Roberta Bezati","is_ca":true},{"name":"Sacha Trivett","is_ca":true},{"name":"Tal Jarus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02405160409923225,"gpt":0.3467522750150802,"spread":0.322700670915848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02660556,0.0006925704,0.0008856036,0.001858299,0.008919654,0.01058151,0.001430561,0.003976713,0.003031231],"category_scores_gemma":[0.03174058,0.0006055705,0.0009210022,0.001269362,0.01620225,0.007776996,0.01054809,0.0108405,0.0004739221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003587461,"about_ca_system_score_gemma":0.006279273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823487,"about_ca_topic_score_gemma":0.001713539,"domain_scores_codex":[0.9443884,0.04340436,0.001705047,0.001465866,0.006742165,0.002294045],"domain_scores_gemma":[0.9609383,0.02834523,0.002416405,0.001177856,0.003705651,0.003416617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006389766,0.00004249947,0.004273812,0.0002321963,0.00002423337,0.0009781304,0.9594355,0.00008747145,0.001063227,0.01635424,0.002468032,0.01497674],"study_design_scores_gemma":[0.00002266378,0.0002030579,0.002252417,0.0005755127,0.00003051493,0.003737527,0.9181547,0.0002887588,0.0008589912,0.01377782,0.06002013,0.00007785724],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7304,0.006924853,0.03350802,0.1420355,0.001087232,0.0003813602,0.0002497825,0.0001617699,0.08525138],"genre_scores_gemma":[0.9868892,0.00172683,0.003028716,0.005310161,0.0001295108,0.00007634587,0.00004455585,0.00003302633,0.002761689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02660556,"threshold_uncertainty_score":0.1407053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224990452","doi":"10.35680/2372-0247.1592","title":"Virtual cardiac rehabilitation: A rapid shift in care delivery in response to the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Fraser Health","funders":"","keywords":"Rehabilitation; Coaching; Pandemic; Medicine; Health care; Patient experience; Telemedicine; Medical emergency; Nursing; Coronavirus disease 2019 (COVID-19); Physical therapy; Psychology; Disease; Political science","authors":[{"name":"Clare Koning","is_ca":true},{"name":"Brigitte Friesen","is_ca":true},{"name":"Justin Daigle","is_ca":true},{"name":"Anita Ytsma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03045919573775797,"gpt":0.3576999047145807,"spread":0.3272407089768228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005641727,0.0003044002,0.0002882393,0.0006069199,0.009122737,0.007511189,0.001743507,0.001710904,0.003318311],"category_scores_gemma":[0.008634172,0.000321058,0.0004584232,0.0006638251,0.008570404,0.004620165,0.01285801,0.004758536,0.0004081925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007257348,"about_ca_system_score_gemma":0.008555094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02186502,"about_ca_topic_score_gemma":0.03582699,"domain_scores_codex":[0.9903869,0.006036632,0.0001713887,0.0003771683,0.001307673,0.00172013],"domain_scores_gemma":[0.9954289,0.001232262,0.0003969221,0.0002252378,0.0004208907,0.002295702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001233545,0.0003063004,0.0163019,0.000241612,0.00002589155,0.008892438,0.8351507,0.0006650094,0.001241943,0.03252107,0.03134662,0.0731831],"study_design_scores_gemma":[0.00002372066,0.0002833221,0.007641236,0.000394506,0.00001384926,0.004367833,0.863326,0.0008706345,0.0003462431,0.004706682,0.1179382,0.00008782067],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8830643,0.001311344,0.01046294,0.04621163,0.001107104,0.0002609632,0.0001404722,0.0001733248,0.0572678],"genre_scores_gemma":[0.9885873,0.0005786865,0.002812251,0.00302193,0.00009379734,0.0001053523,0.00005064139,0.00007299861,0.004677093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02186502,"threshold_uncertainty_score":0.05265594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289755282","doi":"10.35680/2372-0247.1674","title":"Patient and provider experiences with virtual care during the COVID-19 pandemic: A mixed methods study","year":2022,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"","keywords":"Pandemic; Thematic analysis; Medicine; Family medicine; Interquartile range; Coronavirus disease 2019 (COVID-19); Patient satisfaction; Descriptive statistics; Qualitative research; Nursing; Internal medicine; Disease","authors":[{"name":"Mars Yixing Zhao","is_ca":true},{"name":"Hisham Elshoni","is_ca":true},{"name":"Jennifer O'Brien","is_ca":true},{"name":"Erin Barbour‐Tuck","is_ca":true},{"name":"Mary E. Walker","is_ca":true},{"name":"Heather Dyck","is_ca":false},{"name":"Andrea Vásquez","is_ca":true},{"name":"Eric Sy","is_ca":true},{"name":"Angela Baerwald","is_ca":true},{"name":"Clara Michaels","is_ca":true},{"name":"Rejina Kamrul","is_ca":true},{"name":"Olivia Reis","is_ca":true},{"name":"Brenda Schuster","is_ca":true},{"name":"Barb Beaurivage","is_ca":true},{"name":"Adam Clay","is_ca":true},{"name":"Mark Lees","is_ca":true},{"name":"Jonathan Gamble","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05351896661184413,"gpt":0.4168828599582755,"spread":0.3633638933464314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01497956,0.0003918204,0.0006591973,0.001541768,0.003635916,0.003007828,0.001009151,0.0009055587,0.00264157],"category_scores_gemma":[0.02082425,0.0007527019,0.0007638158,0.002141144,0.001771379,0.002394835,0.002617543,0.001283277,0.0002600914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004528716,"about_ca_system_score_gemma":0.005833121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02207888,"about_ca_topic_score_gemma":0.03831221,"domain_scores_codex":[0.9896317,0.007265442,0.0006280946,0.0004848242,0.0008025959,0.001187366],"domain_scores_gemma":[0.9838627,0.01049984,0.002498962,0.0005513973,0.00147779,0.001109279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005120988,0.002529564,0.3480718,0.000759609,0.0001170313,0.001005051,0.6151141,0.0001086576,0.0006926819,0.0005312084,0.0009083304,0.02964987],"study_design_scores_gemma":[0.0001158095,0.002760307,0.1791294,0.0005291214,0.00008924247,0.0007886243,0.8112512,0.0005289183,0.000424211,0.0002087573,0.004093111,0.00008134457],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985698,0.0001329289,0.0002034085,0.0001481199,0.000005449398,0.0003332666,0.0001081122,0.000001977688,0.0004968815],"genre_scores_gemma":[0.9967207,0.0004497139,0.0009062318,0.0004219722,0.00001709348,0.0009853152,0.0001079242,0.000003886623,0.000387112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02207888,"threshold_uncertainty_score":0.07922041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224979474","doi":"10.35680/2372-0247.1626","title":"Understanding patient experiences before and during the COVID-19 pandemic: A quasi-experimental comparison of in-person and virtual cancer care","year":2022,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services","funders":"","keywords":"Cohort; Pandemic; Medicine; Patient satisfaction; Patient experience; Cohort study; Family medicine; Health care; Logistic regression; Ordered logit; Coronavirus disease 2019 (COVID-19); Nursing; Disease","authors":[{"name":"Linda Watson","is_ca":true},{"name":"Claire Link","is_ca":true},{"name":"Siwei Qi","is_ca":true},{"name":"Éclair Photitai","is_ca":true},{"name":"Lindsi Chmielewski","is_ca":true},{"name":"Diane Fode","is_ca":true},{"name":"Andrea DeIure","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1917231406237182,"gpt":0.4277682836354058,"spread":0.2360451430116876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00701609,0.0003609868,0.00067047,0.0004310045,0.002319728,0.002059186,0.0008251073,0.0008690332,0.00582007],"category_scores_gemma":[0.01210156,0.0006324159,0.0008523924,0.0002826346,0.002247958,0.001525624,0.002127361,0.002198779,0.0006246277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831268,"about_ca_system_score_gemma":0.004311655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00543517,"about_ca_topic_score_gemma":0.008164685,"domain_scores_codex":[0.9953135,0.002641307,0.0002360802,0.0004334504,0.0005133789,0.0008621325],"domain_scores_gemma":[0.9926825,0.003433433,0.0009789905,0.0005645797,0.0005819456,0.001758463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03103062,0.306994,0.1911166,0.001014071,0.0004272013,0.0008439135,0.3521709,0.001096474,0.009806724,0.002483014,0.004685572,0.098331],"study_design_scores_gemma":[0.007652478,0.2999802,0.3777859,0.0004214152,0.0002696231,0.0002711428,0.2935389,0.002160087,0.003161074,0.001915061,0.01247883,0.0003653654],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983732,0.00002033706,0.0001437589,0.00008569346,0.00002245743,0.0007296705,0.00004881754,0.000003826713,0.000572265],"genre_scores_gemma":[0.9939959,0.00005870602,0.0008264747,0.0004304629,0.00003512443,0.003576602,0.00008132385,0.000004512435,0.0009909027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00701609,"threshold_uncertainty_score":0.03710508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W401946486","doi":"10.35680/2372-0247.1062","title":"Patient centered infertility care: The health care provider’s perspective","year":2015,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; McGill University","funders":"","keywords":"Medicine; Competence (human resources); Family medicine; Infertility; Nursing; Perception; Health care; Ranking (information retrieval); Psychology; Social psychology","authors":[{"name":"Alana Streisfield","is_ca":false},{"name":"Nurun Chowdhury","is_ca":false},{"name":"Rebecca Cherniak","is_ca":true},{"name":"Heather Shapiro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05808492153235246,"gpt":0.3665828017435622,"spread":0.3084978802112097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003830804,0.0001730816,0.0002199322,0.0006239039,0.002367261,0.003382788,0.0004681464,0.001919445,0.003382156],"category_scores_gemma":[0.007160662,0.0001819371,0.0002433314,0.0005714423,0.003012697,0.002524997,0.002119388,0.003002921,0.0002490449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002234146,"about_ca_system_score_gemma":0.004563013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004957778,"about_ca_topic_score_gemma":0.009984875,"domain_scores_codex":[0.9944676,0.004126167,0.0001371012,0.0001637388,0.0006275013,0.0004779178],"domain_scores_gemma":[0.992305,0.003878346,0.0007155259,0.0001227607,0.00106921,0.001909125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001864494,0.0007034263,0.1292781,0.00200454,0.0001983822,0.009548564,0.3723639,0.001090173,0.003005205,0.1055809,0.1145797,0.2614608],"study_design_scores_gemma":[0.00007388036,0.001072368,0.05013991,0.003298678,0.0001119163,0.01401406,0.5465018,0.001081868,0.0008464623,0.01879219,0.3639483,0.0001185905],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.290561,0.03038638,0.006377767,0.5740027,0.002080272,0.00006632954,0.0001447966,0.00003961692,0.09634122],"genre_scores_gemma":[0.9413792,0.01274828,0.001817247,0.04041729,0.00121131,0.00002455298,0.00003648179,0.00001243758,0.002353075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004957778,"threshold_uncertainty_score":0.0202595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2799936750","doi":"10.35680/2372-0247.1248","title":"The gift of pain with transformative possibilities","year":2018,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Transformative learning; Narrative; Agency (philosophy); Psychology; Patient experience; Medicine; Health care; Social psychology; Sociology; Pedagogy; Political science","authors":[{"name":"Richard Hovey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01334489871634857,"gpt":0.2946807077845642,"spread":0.2813358090682156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003255475,0.0005304167,0.0003405569,0.0007803102,0.006058254,0.005356582,0.0006911571,0.002250853,0.004491237],"category_scores_gemma":[0.007510809,0.0002341157,0.0006179488,0.0004249883,0.03540765,0.008956762,0.007822307,0.00603923,0.0005777458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001729909,"about_ca_system_score_gemma":0.001603453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000604249,"about_ca_topic_score_gemma":0.0006594531,"domain_scores_codex":[0.9953406,0.003248199,0.00006985978,0.0001543414,0.0007881582,0.0003988331],"domain_scores_gemma":[0.9977832,0.001099978,0.0002677652,0.0002456936,0.000154616,0.0004487321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004592472,0.00003480072,0.0002606464,0.00007813795,0.00000675222,0.000914638,0.1260005,0.0002257403,0.0005236485,0.8619433,0.004525567,0.005440343],"study_design_scores_gemma":[0.00007391079,0.0002205264,0.0008496547,0.0004660555,0.00002159495,0.008696296,0.108236,0.001093718,0.0009959129,0.4165868,0.4626817,0.00007785628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2196263,0.007190323,0.05737136,0.07614122,0.002356235,0.0001464667,0.00008333947,0.0002966411,0.6367881],"genre_scores_gemma":[0.9793001,0.0008874528,0.003745252,0.00182534,0.0001642619,0.00005050527,0.00001123974,0.00004131782,0.01397455],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006058254,"threshold_uncertainty_score":0.0172168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157299246","doi":"10.35680/2372-0247.1538","title":"The paradoxical injunctions of partnership in care: Patient engagement and partnership between issues and challenges","year":2021,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"General partnership; Presentation (obstetrics); Public relations; Patient experience; Politics; Health care; Quality (philosophy); Nursing; Key (lock); Medicine; Political science; Computer science","authors":[{"name":"Khayreddine Bouabida","is_ca":true},{"name":"Marie‐Pascale Pomey","is_ca":true},{"name":"Geneviève Cyr","is_ca":true},{"name":"Ursulla Aho-Glele","is_ca":true},{"name":"Breitner Gomes Chaves","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4074983922907892,"gpt":0.4644229898621373,"spread":0.0569245975713481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06606699,0.0007468053,0.00120745,0.002341058,0.02623066,0.02922323,0.003806941,0.0140312,0.004218964],"category_scores_gemma":[0.05272932,0.000891884,0.001207544,0.002284652,0.111429,0.03766286,0.03824702,0.03902626,0.0007026196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01452047,"about_ca_system_score_gemma":0.02142954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00601609,"about_ca_topic_score_gemma":0.006728217,"domain_scores_codex":[0.8502914,0.1253054,0.002546327,0.004582172,0.01111656,0.006158182],"domain_scores_gemma":[0.9305471,0.04742889,0.004577441,0.00379838,0.003837529,0.009810825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002364959,0.00005559628,0.000910928,0.0002535289,0.00001935722,0.0008449575,0.1490733,0.0001997701,0.0001666255,0.8228079,0.01274291,0.01290156],"study_design_scores_gemma":[0.00004202047,0.0001063215,0.0008321477,0.001167486,0.00001393655,0.002091303,0.2747192,0.0008851609,0.0002176868,0.5641578,0.1556702,0.00009672171],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03023834,0.008421802,0.04054802,0.8538941,0.002533052,0.0001551922,0.0000486703,0.00007386651,0.06408701],"genre_scores_gemma":[0.882526,0.007654495,0.01833749,0.08365755,0.001536751,0.0006479362,0.00004017317,0.0001544786,0.005445119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06606699,"threshold_uncertainty_score":0.3493998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158721940","doi":"10.35680/2372-0247.1505","title":"The experiences of rural British Columbians accessing surgical and obstetrical care","year":2021,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Government of British Columbia; University of British Columbia","funders":"","keywords":"Psychosocial; Thematic analysis; Medicine; Health care; Nursing; Rural area; Focus group; Attrition; Family medicine; Business; Qualitative research; Economic growth; Marketing","authors":[{"name":"Aria Jazdarehee","is_ca":true},{"name":"Anshu Parajulee","is_ca":true},{"name":"Jude Kornelsen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03301783420009874,"gpt":0.4063201865135116,"spread":0.3733023523134129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001193931,0.0003784255,0.0005487491,0.0006974449,0.01899724,0.00361624,0.001359458,0.0008195373,0.004296498],"category_scores_gemma":[0.002780122,0.0004266652,0.0001774652,0.001568116,0.006057953,0.001209907,0.004193278,0.002398582,0.0003510366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01699119,"about_ca_system_score_gemma":0.02237151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9140966,"about_ca_topic_score_gemma":0.9584638,"domain_scores_codex":[0.9981694,0.0006938652,0.00003861756,0.0001110181,0.0003109025,0.0006760244],"domain_scores_gemma":[0.9979498,0.0004292993,0.000146322,0.00005350469,0.0003905212,0.001030563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005754306,0.00006974833,0.0146983,0.0001041006,0.000009231534,0.001733773,0.9645073,0.00009848547,0.001092919,0.0008335003,0.004628906,0.01216623],"study_design_scores_gemma":[0.00000230908,0.00003614648,0.01127555,0.00007801878,0.000004092522,0.000179483,0.9782811,0.0000555987,0.00004423508,0.0001037417,0.009919511,0.00002029586],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886624,0.0004882557,0.0001167161,0.001780849,0.00002841769,0.00002535204,0.00005909143,0.00001032812,0.008828476],"genre_scores_gemma":[0.9942769,0.0006332149,0.0001419687,0.0007904105,0.000006548841,0.00003211014,0.00004135022,0.00001304254,0.00406439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08590341,"threshold_uncertainty_score":0.1728185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3211589730","doi":"10.35680/2372-0247.1633","title":"Using design-thinking to investigate and improve patient experience","year":2021,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Patient experience; Health care; Medicine; Patient satisfaction; Action (physics); Nursing; Medical education; Psychology; Medical emergency","authors":[{"name":"Jennifer Smiechowski","is_ca":true},{"name":"Megan Mercia","is_ca":true},{"name":"Kyle Kemp","is_ca":true},{"name":"Elizabeth Oddone Paolucci","is_ca":true},{"name":"Maria Santana","is_ca":true},{"name":"Rahim Kachra","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07696431025523322,"gpt":0.3499062223828259,"spread":0.2729419121275927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08553427,0.00163741,0.0008904358,0.004025649,0.004095424,0.01250456,0.003051871,0.001823267,0.004376916],"category_scores_gemma":[0.06511021,0.0007953119,0.001549711,0.001944176,0.01477579,0.01092325,0.009266998,0.003053388,0.0006816909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009127742,"about_ca_system_score_gemma":0.01487253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002194049,"about_ca_topic_score_gemma":0.003983579,"domain_scores_codex":[0.8865775,0.09990966,0.002606528,0.003018894,0.005918502,0.001968933],"domain_scores_gemma":[0.9036368,0.07809368,0.003471134,0.006325003,0.00674637,0.001727051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003190717,0.001416045,0.02071838,0.00577941,0.0002963006,0.0005804271,0.5513535,0.004750561,0.006834744,0.1337027,0.006594202,0.2676548],"study_design_scores_gemma":[0.0006099794,0.002969857,0.01041741,0.006504409,0.0004182621,0.001034874,0.5390589,0.009094792,0.0126625,0.237154,0.1797096,0.0003653256],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2298955,0.002929012,0.6760101,0.01764301,0.0005007614,0.008499442,0.0003675718,0.0006129051,0.06354171],"genre_scores_gemma":[0.5029547,0.001262119,0.4847262,0.002028493,0.00005160645,0.005905199,0.0001832492,0.00016037,0.00272818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08553427,"threshold_uncertainty_score":0.4523538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3101789904","doi":"10.35680/2372-0247.1514","title":"Cancer patient perspectives during the COVID-19 pandemic: A thematic analysis of cancer blog posts","year":2020,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Snowball sampling; Thematic analysis; Coping (psychology); Medicine; Pandemic; Cancer; Gratitude; Health care; Social media; Coronavirus disease 2019 (COVID-19); Family medicine; Disease; Psychology; Nursing; Qualitative research; Psychiatry; Social psychology; Pathology; Infectious disease (medical specialty)","authors":[{"name":"Matthew A Hintermayer","is_ca":true},{"name":"Mark Sorin","is_ca":true},{"name":"J.M. Romero","is_ca":true},{"name":"Sarah M. Maritan","is_ca":true},{"name":"Owen J. Chen","is_ca":true},{"name":"Surabhi Rawal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1131952961443799,"gpt":0.4427071607068771,"spread":0.3295118645624973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009556704,0.0005149181,0.0007017109,0.004771276,0.003976504,0.003284839,0.0008929694,0.001397569,0.001374649],"category_scores_gemma":[0.02326632,0.0003573137,0.0004355722,0.005886789,0.003710183,0.004147136,0.004529767,0.001478246,0.0002265076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00227351,"about_ca_system_score_gemma":0.002546398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00251281,"about_ca_topic_score_gemma":0.0053298,"domain_scores_codex":[0.9956291,0.002592246,0.000344974,0.000331633,0.0006338474,0.0004682027],"domain_scores_gemma":[0.9630011,0.03158775,0.001911597,0.0005143722,0.002210163,0.0007750064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000681183,0.00002088054,0.006621977,0.000621783,0.00001070952,0.0005756909,0.9784857,0.00003539013,0.001721378,0.0004575665,0.0009285994,0.01045223],"study_design_scores_gemma":[0.000004711336,0.0000407343,0.01192988,0.0004398574,0.00001276131,0.0002981898,0.9753683,0.0001579803,0.0004048659,0.000361918,0.01095934,0.00002145677],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912853,0.0007017375,0.001655315,0.00191386,0.0001018347,0.00030224,0.0006441013,0.00002234602,0.003373312],"genre_scores_gemma":[0.990449,0.001363668,0.003542782,0.0009315811,0.00007446975,0.0009499762,0.0006942138,0.00006668101,0.001927677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009556704,"threshold_uncertainty_score":0.05054134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W581818446","doi":"10.35680/2372-0247.1066","title":"Usefulness of a patient experience study to adjust psychosocial oncology and spiritual care services according to patients’ needs","year":2015,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Psychosocial; Service (business); Medicine; Service delivery framework; Patient experience; Nursing; Needs assessment; Set (abstract data type); Perspective (graphical); Perception; Psychology; Health care; Business; Marketing; Psychiatry","authors":[{"name":"Lynda Bélanger","is_ca":true},{"name":"François Rainville","is_ca":true},{"name":"Martin Coulombe","is_ca":true},{"name":"Annie Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1157097992364153,"gpt":0.4579694891817467,"spread":0.3422596899453315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02691517,0.0005192898,0.0005587211,0.001275905,0.002657244,0.003762301,0.000897932,0.001163353,0.002380967],"category_scores_gemma":[0.04033911,0.0004840096,0.0005791445,0.001052103,0.002346581,0.003504764,0.003637379,0.001995333,0.0004984601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713316,"about_ca_system_score_gemma":0.002817906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005579285,"about_ca_topic_score_gemma":0.001847737,"domain_scores_codex":[0.9754293,0.02150238,0.0006826287,0.0003284588,0.001333688,0.0007234102],"domain_scores_gemma":[0.9462628,0.03923809,0.003005234,0.00262634,0.004697723,0.004169884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000481317,0.003216841,0.03181729,0.001018437,0.00006232451,0.002353815,0.8999466,0.0001740535,0.003116578,0.00143559,0.004568085,0.05180903],"study_design_scores_gemma":[0.0003800993,0.008509222,0.03254097,0.0007865336,0.00009404108,0.002826298,0.9063894,0.0006166027,0.002171348,0.001252588,0.04426609,0.000166874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843119,0.000806177,0.003596137,0.002111692,0.0002484688,0.001303587,0.0002636369,0.00004012959,0.007318244],"genre_scores_gemma":[0.9892674,0.0007980436,0.005100015,0.001467648,0.000142285,0.00185738,0.0001373134,0.00002655304,0.001203188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02691517,"threshold_uncertainty_score":0.1423427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159531774","doi":"10.35680/2372-0247.1454","title":"An evidence-based tool (PE for PS) for healthcare managers to assess patient engagement for patient safety in healthcare organizations","year":2021,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Respondent; Health care; Patient safety; Medicine; Healthcare system; Task (project management); Medical emergency; Nursing; Family medicine; Medical education; Management","authors":[{"name":"Ursulla Aho-Glele","is_ca":true},{"name":"Marie‐Pascale Pomey","is_ca":true},{"name":"Maiana Regina Gomes de Sousa","is_ca":false},{"name":"Khayreddine Bouabida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1833618890612312,"gpt":0.4954804091088343,"spread":0.3121185200476032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09194774,0.002492775,0.002506281,0.01717455,0.002273286,0.006963799,0.003562822,0.003395856,0.007921047],"category_scores_gemma":[0.2112495,0.001334489,0.006598171,0.008588919,0.001204987,0.01182901,0.008708795,0.00429366,0.002714677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006456307,"about_ca_system_score_gemma":0.02150524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049551,"about_ca_topic_score_gemma":0.005323647,"domain_scores_codex":[0.9110753,0.0441418,0.0265612,0.001901633,0.01447138,0.001848781],"domain_scores_gemma":[0.7506179,0.1737188,0.02542679,0.006599964,0.03825733,0.005379234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007115963,0.001873444,0.06012205,0.0252471,0.001198073,0.0004683801,0.008918509,0.003023918,0.001153097,0.009954454,0.1060424,0.7812869],"study_design_scores_gemma":[0.003095006,0.006500442,0.2773766,0.08461619,0.003314966,0.002833421,0.03517428,0.02168576,0.00786056,0.06770502,0.4884612,0.001376494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2784872,0.01659159,0.3269719,0.06541194,0.003419598,0.1229049,0.04492259,0.009903473,0.1313868],"genre_scores_gemma":[0.1767913,0.00466933,0.7594621,0.003335668,0.0001744325,0.04369001,0.008913825,0.0002117193,0.002751549],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.09194774,"threshold_uncertainty_score":0.486272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3213299924","doi":"10.35680/2372-0247.1565","title":"Implementing PODS (Patient Oriented Discharge Summary) in an acute medical urban health setting in Vancouver, Canada","year":2021,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ministry of Health; Providence Health Care","funders":"","keywords":"Medicine; Phone; Patient experience; Health care; Acute care; Emergency department; Medical emergency; Quality management; Teaching hospital; Hospital discharge; Family medicine; Nursing; Emergency medicine; Operations management; Intensive care medicine","authors":[{"name":"Agnes Black","is_ca":true},{"name":"Suzanne Nixon","is_ca":true},{"name":"MacLeod Meghan","is_ca":true},{"name":"Christine Wallsworth","is_ca":true},{"name":"Lena Cuthbertson","is_ca":true},{"name":"Beena Parappilly","is_ca":true},{"name":"Kate McNamee","is_ca":true},{"name":"Cheryl Prinzen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01891677422948934,"gpt":0.3788823428316019,"spread":0.3599655686021125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001837449,0.0005637081,0.0006226212,0.001156988,0.01063168,0.002538345,0.00212798,0.0007462853,0.001830398],"category_scores_gemma":[0.004456056,0.0009432008,0.0004372842,0.002214811,0.002213064,0.0005594959,0.002392097,0.001981533,0.0002429804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07913624,"about_ca_system_score_gemma":0.1577749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905286,"about_ca_topic_score_gemma":0.9975178,"domain_scores_codex":[0.9960444,0.0007064254,0.0002213835,0.0002978682,0.001155334,0.001574671],"domain_scores_gemma":[0.9902864,0.0005337099,0.0005571106,0.0001256154,0.003463445,0.005033772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001358151,0.008264647,0.8114846,0.001134031,0.0001847431,0.002797111,0.04103334,0.00166229,0.003976606,0.0007471045,0.008281839,0.1190757],"study_design_scores_gemma":[0.0003924921,0.002992939,0.9040605,0.0004404784,0.00008656329,0.0003227986,0.08040657,0.002183578,0.000912998,0.0001390719,0.007904233,0.0001577117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959233,0.0003148722,0.0001854432,0.0007186953,0.00002250794,0.0008132593,0.0002488757,0.0000176111,0.001755391],"genre_scores_gemma":[0.9904191,0.001010334,0.002480215,0.001681075,0.00001698487,0.0004463906,0.0004053043,0.00002131545,0.003519196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07913624,"threshold_uncertainty_score":0.5741763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2565963090","doi":"10.35680/2372-0247.1133","title":"Envisioning mechanisms for success: Evaluation of EBCD at CHEO","year":2016,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University; University of Ottawa; Children's Hospital of Eastern Ontario","funders":"Government of Canada; Canadian Foundation for Healthcare Improvement","keywords":"Adaptation (eye); Set (abstract data type); Process (computing); Patient experience; Quality (philosophy); Medicine; Value (mathematics); Psychology; Medical education; Knowledge management; Nursing; Computer science; Health care; Political science","authors":[{"name":"Kristina Rohde","is_ca":true},{"name":"Mireille Brosseau","is_ca":true},{"name":"Diane Gagnon","is_ca":true},{"name":"Jennifer Schellinck","is_ca":true},{"name":"Christine Kouri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3399515627937355,"gpt":0.4980280223644109,"spread":0.1580764595706755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.153892,0.0009526413,0.0008696732,0.002357883,0.004486977,0.006610647,0.002905261,0.002143016,0.00392994],"category_scores_gemma":[0.1703266,0.0007466325,0.000930219,0.002231051,0.004515471,0.003763275,0.009339146,0.002251363,0.0004904944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02318477,"about_ca_system_score_gemma":0.03686198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0318876,"about_ca_topic_score_gemma":0.05396171,"domain_scores_codex":[0.8457512,0.1109323,0.006633826,0.002443731,0.02641149,0.007827414],"domain_scores_gemma":[0.8072866,0.1041998,0.007949374,0.009710274,0.05660095,0.01425309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.006192744,0.02004648,0.05549094,0.009059049,0.0002807694,0.001427427,0.1862564,0.008708031,0.007226048,0.01343755,0.01192947,0.6799451],"study_design_scores_gemma":[0.0117378,0.08278836,0.1893102,0.01101782,0.0009861614,0.001058131,0.3210875,0.03638661,0.04240173,0.01423869,0.2876913,0.001295725],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057165,0.0008940358,0.02348674,0.004535402,0.0001553787,0.02534671,0.0005077385,0.0004327232,0.03892471],"genre_scores_gemma":[0.8960387,0.0007631014,0.08365745,0.0008549714,0.00003581313,0.01358486,0.0003731901,0.00008992796,0.00460191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.153892,"threshold_uncertainty_score":0.8138682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W590604546","doi":"10.35680/2372-0247.1076","title":"The power of patient ownership: The path from engagement to equity","year":2015,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Mental Health via Writing","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Arthritis Patient Alliance","funders":"","keywords":"Mindset; Anguish; Conversation; Equity (law); Perspective (graphical); Patient experience; Psychology; Power (physics); Medicine; Social psychology; Health care; Political science","authors":[{"name":"Zal Press","is_ca":true},{"name":"Dawn P. Richards","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1256453322252494,"gpt":0.4154562150936177,"spread":0.2898108828683683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04485464,0.0006324424,0.0009258695,0.001315611,0.01337883,0.0269447,0.002640663,0.009254358,0.007631434],"category_scores_gemma":[0.07241557,0.000665681,0.0008175343,0.0008018452,0.07788441,0.03156564,0.02790911,0.023659,0.0009912201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004705207,"about_ca_system_score_gemma":0.01076204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062349,"about_ca_topic_score_gemma":0.00105332,"domain_scores_codex":[0.923333,0.06508647,0.001509106,0.001662741,0.004986573,0.003422035],"domain_scores_gemma":[0.8981624,0.07578429,0.005404511,0.00498181,0.003803381,0.01186351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005044186,0.00008363151,0.001274034,0.0002749359,0.00003742498,0.001155982,0.5746858,0.0001216951,0.0004310751,0.3748254,0.01812096,0.02893863],"study_design_scores_gemma":[0.00006041359,0.0001256676,0.0006405854,0.001139094,0.00002705313,0.002518144,0.4172757,0.000356677,0.0005485525,0.3996181,0.1776068,0.00008324427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06470702,0.00617029,0.0319042,0.7657124,0.003975127,0.0001110939,0.00003726719,0.0001795314,0.1272031],"genre_scores_gemma":[0.948025,0.002069312,0.00555538,0.03609754,0.001157599,0.0001257453,0.00001455033,0.0001318071,0.006823013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04485464,"threshold_uncertainty_score":0.2372168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382313069","doi":"10.35680/2372-0247.1742","title":"Storytelling at board meetings: A case study of co-developing recommendations","year":2023,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Empathy and Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"CARE Canada","funders":"","keywords":"Storytelling; Harm; Honor; Health care; Patient experience; Public relations; Psychology; Nursing; Medicine; Medical education; Internet privacy; Narrative; Political science; Social psychology; Computer science","authors":[{"name":"Dawn P. Richards","is_ca":true},{"name":"Kimberly Strain","is_ca":true},{"name":"Lisa Hawthornthwaite","is_ca":true},{"name":"Isabel Jordán","is_ca":true},{"name":"Carol Fancott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07780829283818777,"gpt":0.3948268761410473,"spread":0.3170185833028596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02340992,0.001580424,0.0009994197,0.002228783,0.02118385,0.008527607,0.005490371,0.009246404,0.004475466],"category_scores_gemma":[0.07816649,0.001365285,0.001524123,0.002030757,0.009866915,0.009671659,0.009415164,0.01106193,0.001735499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00810206,"about_ca_system_score_gemma":0.01032527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399729,"about_ca_topic_score_gemma":0.03134356,"domain_scores_codex":[0.9339186,0.05510198,0.001697182,0.002425494,0.00334574,0.003511103],"domain_scores_gemma":[0.9488155,0.0298099,0.003900766,0.002200035,0.004096739,0.01117706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008419903,0.0006087041,0.005524762,0.0003124652,0.00003556107,0.03040493,0.9162943,0.0003940312,0.0008922413,0.006244649,0.01008988,0.02911422],"study_design_scores_gemma":[0.00003822944,0.0002809154,0.002203431,0.0007343291,0.00004143668,0.01410567,0.8332467,0.001595479,0.0008803141,0.003086819,0.1436647,0.0001220831],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8769534,0.003669552,0.02602373,0.04429861,0.001099644,0.001400067,0.000216494,0.0003795424,0.04595895],"genre_scores_gemma":[0.9360929,0.003424962,0.03234396,0.006712526,0.0002788294,0.0008829125,0.0002273108,0.0004029324,0.01963369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02340992,"threshold_uncertainty_score":0.123805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W155877151","doi":"10.35680/2372-0247.1005","title":"“Working the system”: The experience of being a primary care patient","year":2014,"lang":"en","type":"article","venue":"Patient Experience Journal","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Toronto Metropolitan University","funders":"","keywords":"Vignette; Paternalism; Patient experience; Health care; Theory of planned behavior; Set (abstract data type); Medicine; Nursing; Normative; Psychology; Perspective (graphical); Social psychology; Control (management)","authors":[{"name":"Michelle Nelson","is_ca":true},{"name":"Mark G. Torchia","is_ca":true},{"name":"Jennifer Mactavish","is_ca":true},{"name":"Ruby Grymonpre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1127608983710246,"gpt":0.3774636073488333,"spread":0.2647027089778087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006626954,0.0006197474,0.00102749,0.0007754143,0.01468506,0.007332084,0.001468848,0.005016714,0.002850526],"category_scores_gemma":[0.01556685,0.00105203,0.0008966198,0.0008097648,0.01513587,0.00605737,0.008642784,0.009474994,0.0004766983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003273594,"about_ca_system_score_gemma":0.003430577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005000253,"about_ca_topic_score_gemma":0.006648163,"domain_scores_codex":[0.9879204,0.008884201,0.000328531,0.0006045587,0.00088474,0.001377574],"domain_scores_gemma":[0.9877802,0.005998887,0.001231177,0.0005014553,0.0006686124,0.003819579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005803012,0.00008121237,0.004649985,0.0001145374,0.0000247799,0.003865135,0.9826269,0.00004571796,0.0005249121,0.001732246,0.002490375,0.003786178],"study_design_scores_gemma":[0.0000270588,0.0005569386,0.006604931,0.0001341844,0.0000361138,0.01089907,0.958953,0.0001669067,0.0002233245,0.001186073,0.02113524,0.00007724105],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.964435,0.001593547,0.001515154,0.02110581,0.0004724237,0.00008192151,0.00006495504,0.00005479709,0.01067625],"genre_scores_gemma":[0.9934413,0.0005861049,0.0004204351,0.004113704,0.0001015891,0.0000311798,0.00002225372,0.00001619059,0.001267202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01468506,"threshold_uncertainty_score":0.03504705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}