{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":28,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":28,"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":"4267708a8f16","filters":{"venue":"JBI Evidence Implementation"}},"results":[{"id":"W3127240394","doi":"10.1097/xeb.0000000000000277","title":"Updated methodological guidance for the conduct of scoping reviews","year":2021,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1354,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Public Health Ontario; University of Toronto; Centre for Excellence in Mining Innovation; St. Michael's Hospital","funders":"","keywords":"Management science; Engineering ethics; Data science; Computer science; Engineering","authors":[{"name":"Micah D.J. Peters","is_ca":false},{"name":"Casey Marnie","is_ca":false},{"name":"Andrea C. Tricco","is_ca":true},{"name":"Danielle Pollock","is_ca":false},{"name":"Zachary Munn","is_ca":false},{"name":"Lyndsay Alexander","is_ca":false},{"name":"Patricia McInerney","is_ca":false},{"name":"Christina Godfrey","is_ca":true},{"name":"Hanan Khalil","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.962326362248167,"gpt":0.7236972032690739,"spread":0.2386291589790931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.51218,0.005176006,0.008334032,0.04561162,0.004848869,0.0243566,0.01528635,0.02200803,0.02713517],"category_scores_gemma":[0.7830669,0.007633633,0.01844042,0.03750506,0.008152134,0.01739953,0.0204787,0.02805562,0.02783329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02362635,"about_ca_system_score_gemma":0.1174981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052816,"about_ca_topic_score_gemma":0.0141798,"domain_scores_codex":[0.2707041,0.4178008,0.2115281,0.01027996,0.08538279,0.004304301],"domain_scores_gemma":[0.1522795,0.3744183,0.07673965,0.04479816,0.3460186,0.005745708],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004845772,0.0001720936,0.0007867535,0.09629808,0.0009602181,0.0003577911,0.005501841,0.001919928,0.0008540169,0.03422976,0.4359566,0.4224784],"study_design_scores_gemma":[0.0008175822,0.0001852376,0.001580379,0.2257363,0.001119287,0.0007235854,0.001175418,0.001650141,0.0008704582,0.02928458,0.7364731,0.0003839116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001409444,0.1038551,0.4606169,0.1878596,0.04664617,0.1109209,0.0223444,0.006998454,0.05934902],"genre_scores_gemma":[0.004429878,0.04988094,0.8072057,0.01864952,0.004249152,0.09933467,0.008916551,0.001397394,0.005936179],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.48782,"threshold_uncertainty_score":0.6015689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165181699","doi":"10.1097/xeb.0000000000000282","title":"Methodological guidance for the conduct of mixed methods systematic reviews","year":2021,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":195,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Queen's University; Centre for Excellence in Mining Innovation","funders":"","keywords":"Systematic review; Multimethodology; Management science; Best practice; Evidence-based practice; Medicine; Computer science; Psychology; MEDLINE; Political science; Engineering; Alternative medicine","authors":[{"name":"Cindy Stern","is_ca":false},{"name":"Lucylynn Lizarondo","is_ca":false},{"name":"Judith Carrier","is_ca":false},{"name":"Christina Godfrey","is_ca":true},{"name":"Kendra L. Rieger","is_ca":true},{"name":"Susan Salmond","is_ca":false},{"name":"João Apóstolo","is_ca":false},{"name":"Pamela Kirkpatrick","is_ca":false},{"name":"Heather Loveday","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9680728561908392,"gpt":0.7462283615784165,"spread":0.2218444946124226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6594421,0.006212657,0.01207131,0.03400205,0.00618686,0.01953427,0.01348775,0.02008299,0.02814588],"category_scores_gemma":[0.8298805,0.01092905,0.02203547,0.02941715,0.01162602,0.01286052,0.01470035,0.02634095,0.02169095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01887791,"about_ca_system_score_gemma":0.1117099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006951826,"about_ca_topic_score_gemma":0.01044496,"domain_scores_codex":[0.123658,0.6748308,0.1492689,0.01054238,0.03952911,0.002170916],"domain_scores_gemma":[0.1032505,0.5857582,0.06719623,0.05960309,0.180457,0.003735014],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001625688,0.0003204587,0.00165805,0.2352808,0.003627404,0.0005238522,0.0165047,0.004786226,0.001645477,0.1112583,0.2430336,0.3797354],"study_design_scores_gemma":[0.00479247,0.0006106209,0.003107806,0.3760164,0.00364793,0.0008169804,0.002833947,0.008880638,0.002415748,0.1316267,0.4644069,0.0008439723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007350713,0.0212724,0.6452397,0.04662999,0.01092676,0.2525949,0.009055956,0.002138385,0.01140684],"genre_scores_gemma":[0.002380717,0.005399297,0.7318506,0.003827175,0.0008002786,0.2535397,0.001165557,0.0002260053,0.0008107736],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3405579,"threshold_uncertainty_score":0.4199685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4361303425","doi":"10.1097/xeb.0000000000000367","title":"Understanding how and under what circumstances integrated knowledge translation works for people engaged in collaborative research: metasynthesis of IKTRN casebooks","year":2023,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Health Policy Implementation Science","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":"Western University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Knowledge translation; Knowledge management; Process (computing); Production (economics); Relevance (law); Empirical research; Computer science; Psychology; Political science","authors":[{"name":"Sandra Dunn","is_ca":true},{"name":"Divya Kanwar Bhati","is_ca":false},{"name":"Jessica Reszel","is_ca":true},{"name":"Anita Kothari","is_ca":true},{"name":"Chris McCutcheon","is_ca":true},{"name":"Ian D. Graham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9127894147349788,"gpt":0.7024922697865524,"spread":0.2102971449484263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.20784,0.002725625,0.00323157,0.04233745,0.008051683,0.0181371,0.007235911,0.003856896,0.002628086],"category_scores_gemma":[0.2972059,0.003527,0.005994539,0.02762222,0.01115461,0.0226282,0.01448275,0.005116221,0.000419402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0299761,"about_ca_system_score_gemma":0.03134257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00841106,"about_ca_topic_score_gemma":0.01914237,"domain_scores_codex":[0.7860725,0.1451596,0.04166598,0.007357846,0.01767766,0.002066445],"domain_scores_gemma":[0.5977058,0.3358802,0.01752062,0.02586471,0.02213337,0.0008953243],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002041227,0.00009673705,0.006771973,0.04003505,0.001495248,0.001614127,0.7789308,0.001517002,0.001399471,0.04551245,0.003734208,0.1186888],"study_design_scores_gemma":[0.0001346904,0.0003086163,0.005873866,0.2225643,0.005524102,0.002502265,0.5743881,0.003656992,0.005050117,0.04021211,0.1394766,0.0003082287],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3974318,0.1908103,0.2961312,0.03010009,0.001868938,0.03237576,0.004393227,0.0007143384,0.04617443],"genre_scores_gemma":[0.6171849,0.0485593,0.3035822,0.002212779,0.0001047357,0.02298119,0.002446866,0.0003874028,0.002540536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.79216,"threshold_uncertainty_score":0.9768742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288072544","doi":"10.1097/xeb.0000000000000302","title":"We go farther together: practical steps towards conducting a collaborative autoethnographic study","year":2021,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Health Policy Implementation Science","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":"Institute for Work & Health; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Autoethnography; Multidisciplinary approach; Sociology; Ethnography; Qualitative research; Engineering ethics; Engineering; Gender studies; Social science; Anthropology","authors":[{"name":"Savithiri Ratnapalan","is_ca":true},{"name":"Victoria Haldane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.699171852692385,"gpt":0.7174900349819219,"spread":0.01831818228953686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2878278,0.001475734,0.001738886,0.003346889,0.026636,0.01864403,0.00643273,0.009420244,0.01888878],"category_scores_gemma":[0.2309336,0.00181625,0.00200384,0.002850038,0.01504483,0.02455876,0.02139238,0.01800931,0.006845431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008773732,"about_ca_system_score_gemma":0.03728275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006919116,"about_ca_topic_score_gemma":0.009932887,"domain_scores_codex":[0.6581951,0.3151141,0.00617041,0.005113411,0.009509388,0.005897619],"domain_scores_gemma":[0.6348377,0.2264293,0.009766681,0.04506409,0.05311564,0.03078657],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002468791,0.002295332,0.003688708,0.001735297,0.00009134212,0.001815252,0.7927153,0.0008257989,0.004562977,0.04238763,0.03549796,0.1141375],"study_design_scores_gemma":[0.0002383553,0.0005926418,0.00177225,0.005410746,0.0000543561,0.000720806,0.7639999,0.001240641,0.002289904,0.04930856,0.1741765,0.0001953436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1128357,0.002991675,0.534043,0.2577148,0.005289922,0.03232035,0.0004495831,0.001502247,0.05285267],"genre_scores_gemma":[0.3024507,0.002375824,0.6133912,0.02989361,0.0008523039,0.03585062,0.0003063668,0.0004831769,0.01439616],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7121722,"threshold_uncertainty_score":0.8782351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389180774","doi":"10.1097/xeb.0000000000000398","title":"Implementation science: a primer","year":2023,"lang":"es","type":"editorial","venue":"JBI Evidence Implementation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Primer (cosmetics); Computer science; Physics","authors":[{"name":"Craig Lockwood","is_ca":false},{"name":"Noah Ivers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4898012578837357,"gpt":0.7332726937859346,"spread":0.2434714359021989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1693808,0.003306188,0.004666713,0.01014798,0.006228776,0.02795466,0.008666074,0.03798958,0.0179281],"category_scores_gemma":[0.2749958,0.003321849,0.004318248,0.00836728,0.03121942,0.04987343,0.01597548,0.07694227,0.01135861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01567187,"about_ca_system_score_gemma":0.0383709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002482868,"about_ca_topic_score_gemma":0.001509234,"domain_scores_codex":[0.8263178,0.1257913,0.01502401,0.006706144,0.02342165,0.002738887],"domain_scores_gemma":[0.5896543,0.3539906,0.007060942,0.01070931,0.02953696,0.00904795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007253232,0.000219806,0.0001629807,0.00439846,0.00005233423,0.0002441532,0.00375687,0.0009059657,0.0001848372,0.4313757,0.4264851,0.1321412],"study_design_scores_gemma":[0.00003776321,0.00006534693,0.00006437163,0.009819803,0.00001200612,0.0002032921,0.0008575352,0.0003617263,0.00007609458,0.3063684,0.6820912,0.00004247362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001162648,0.07962544,0.03697393,0.8274991,0.04057049,0.0005015047,0.0001747343,0.0003435666,0.01419494],"genre_scores_gemma":[0.01105676,0.1703133,0.1314117,0.6025578,0.06274923,0.005194444,0.0006307068,0.0009145435,0.01517141],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1693808,"threshold_uncertainty_score":0.8957818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399783548","doi":"10.1097/xeb.0000000000000435","title":"Collaborative implementation science: a Can-SOLVE CKD case example","year":2024,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Alberta Health Services; Canadian Association of Nurses in Oncology; University of Saskatchewan; University of Calgary","funders":"","keywords":"Psychological intervention; Implementation research; Intervention (counseling); Process management; Knowledge management; Computer science; Evidence-based practice; Psychology; Medicine; Nursing; Alternative medicine; Business","authors":[{"name":"Selina Allu","is_ca":true},{"name":"Mary Beaucage","is_ca":true},{"name":"Maoliosa Donald","is_ca":true},{"name":"Manuel Escoto","is_ca":true},{"name":"Joanne Kappel","is_ca":true},{"name":"Louise Morrin","is_ca":true},{"name":"Steven Soroka","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4590921900933686,"gpt":0.715369873183638,"spread":0.2562776830902694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04346967,0.000533685,0.0008380497,0.001942497,0.01398261,0.008021391,0.002906148,0.00889465,0.009633597],"category_scores_gemma":[0.07068986,0.000518909,0.002011943,0.002483995,0.00566818,0.005135261,0.01302324,0.008538899,0.001609679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00971553,"about_ca_system_score_gemma":0.02852285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01070988,"about_ca_topic_score_gemma":0.01898625,"domain_scores_codex":[0.952607,0.03558531,0.00175963,0.001442508,0.004332144,0.004273312],"domain_scores_gemma":[0.9555297,0.02578316,0.00178835,0.003386188,0.003958472,0.009554138],"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":[0.0009317456,0.009287134,0.03976598,0.003007691,0.000388968,0.04491284,0.108339,0.006863405,0.0009858713,0.3833708,0.1253711,0.2767754],"study_design_scores_gemma":[0.001080371,0.002282531,0.01353923,0.004573232,0.0002784732,0.02375747,0.1044966,0.01090898,0.002732085,0.1857938,0.6502342,0.0003229394],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2437698,0.005457694,0.09996691,0.4098457,0.003294649,0.00540404,0.001055518,0.0005963239,0.2306094],"genre_scores_gemma":[0.8073154,0.003956873,0.1142983,0.03818354,0.0008453547,0.00399133,0.0005333385,0.0002922996,0.03058346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04346967,"threshold_uncertainty_score":0.2298924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213164952","doi":"10.1097/xeb.0000000000000307","title":"Implementation of a coronavirus disease 2019 infection prevention and control training program in a low-middle income country","year":2022,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Training (meteorology); Coronavirus disease 2019 (COVID-19); Infection control; Modalities; Pandemic; Disease control; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Inclusion (mineral)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07327367412445604,"gpt":0.4670471986282489,"spread":0.3937735245037929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005310041,0.0004525155,0.0002865122,0.0004699704,0.0021625,0.0008408689,0.001447414,0.001002152,0.004365038],"category_scores_gemma":[0.004103745,0.000476123,0.0005478523,0.0002542875,0.0006920868,0.0006437745,0.003054432,0.001493423,0.0005350551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002398706,"about_ca_system_score_gemma":0.01597004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02349676,"about_ca_topic_score_gemma":0.03281711,"domain_scores_codex":[0.9980937,0.0007981615,0.00008864638,0.00008833515,0.0001214775,0.0008097655],"domain_scores_gemma":[0.9958048,0.0004710883,0.0002961401,0.0001184902,0.0005296595,0.002779747],"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":[0.003259337,0.05696373,0.3535908,0.003368171,0.0002715176,0.005308577,0.03505176,0.002476585,0.0150148,0.0008734394,0.01957984,0.5042415],"study_design_scores_gemma":[0.001447088,0.03595651,0.9011042,0.001356017,0.0001601533,0.0005257474,0.0313836,0.001530805,0.00300641,0.0002010923,0.02319441,0.0001338953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817263,0.0002796747,0.0008184653,0.00468724,0.0001843375,0.004077219,0.0002480596,0.0001361799,0.007842504],"genre_scores_gemma":[0.982532,0.0004643376,0.006709679,0.00356224,0.00009777656,0.003435075,0.0006199786,0.00001168143,0.002567205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02349676,"threshold_uncertainty_score":0.04672003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306175721","doi":"10.1097/xeb.0000000000000351","title":"The big six: key principles for effective use of Behavior substitution in interventions to de-implement low-value care","year":2022,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"City, University of London","keywords":"Psychological intervention; Substitution (logic); Value (mathematics); Intervention (counseling); Key (lock); Risk analysis (engineering); Computer science; Health care; Management science; Psychology; Medicine; Nursing; Computer security; Engineering; Economics; Machine learning","authors":[{"name":"Andrea M. Patey","is_ca":true},{"name":"Jeremy Grimshaw","is_ca":true},{"name":"Jill Francis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6778875371747836,"gpt":0.6406961820796213,"spread":0.03719135509516225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2052657,0.002178129,0.003746467,0.00562936,0.005164893,0.007263328,0.00508818,0.005931589,0.004580206],"category_scores_gemma":[0.1737575,0.001704752,0.004135792,0.003175786,0.02191173,0.006498673,0.007369804,0.01395575,0.001495994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01105838,"about_ca_system_score_gemma":0.03602607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003445334,"about_ca_topic_score_gemma":0.007581664,"domain_scores_codex":[0.7702217,0.1753058,0.01467242,0.003242329,0.03412256,0.002435214],"domain_scores_gemma":[0.7334237,0.2159241,0.01269687,0.0108065,0.02080473,0.00634408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000692749,0.001710903,0.006133183,0.01564289,0.0007821664,0.0001444499,0.01331469,0.003331556,0.0009715523,0.4671892,0.02121567,0.468871],"study_design_scores_gemma":[0.001485198,0.004526162,0.02162417,0.02887912,0.0009222184,0.0006212766,0.007318414,0.01182611,0.003528446,0.8255094,0.09327285,0.0004866709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01703036,0.0100262,0.6736913,0.1897805,0.001877841,0.01750498,0.0004281602,0.0008086959,0.08885192],"genre_scores_gemma":[0.1190886,0.002900903,0.8508971,0.01170229,0.0002042872,0.01373827,0.000114278,0.00009588575,0.001258429],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2052657,"threshold_uncertainty_score":0.9800488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401643747","doi":"10.1097/xeb.0000000000000455","title":"Knowledge mapping of barriers and strategies for clinical practice guideline implementation: a bibliometric analysis","year":2024,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Guideline; Bibliometrics; Knowledge translation; Promotion (chess); Library science; Medical education; Political science; Medicine; Knowledge management; Computer science","authors":[{"name":"Chen Tian","is_ca":false},{"name":"Yajie Liu","is_ca":false},{"name":"Liangying Hou","is_ca":false},{"name":"Jingwen Jiang","is_ca":false},{"name":"Ying Li","is_ca":false},{"name":"Jianing Liu","is_ca":false},{"name":"Ziying Ye","is_ca":false},{"name":"Qianji Cheng","is_ca":false},{"name":"Yan Ma","is_ca":false},{"name":"Jinling Ning","is_ca":false},{"name":"Jiajie Huang","is_ca":false},{"name":"Yong Wang","is_ca":false},{"name":"Yiyun Wang","is_ca":false},{"name":"Bo Tong","is_ca":false},{"name":"JiaLe Lu","is_ca":false},{"name":"Long Ge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3400158223403134,"gpt":0.6341378415654032,"spread":0.2941220192250898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.04578957,0.00111496,0.004559013,0.2146965,0.002504483,0.01047733,0.002036082,0.001291171,0.005098604],"category_scores_gemma":[0.2607113,0.0008433436,0.005442188,0.294111,0.002059072,0.008653606,0.007096156,0.001014646,0.0007084926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006276421,"about_ca_system_score_gemma":0.01551752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008774828,"about_ca_topic_score_gemma":0.007698823,"domain_scores_codex":[0.934173,0.02004707,0.01834329,0.003973382,0.0219744,0.001488797],"domain_scores_gemma":[0.7438857,0.1871907,0.0320746,0.00861131,0.02686974,0.001368006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005322474,0.00021535,0.4443707,0.07774257,0.008779987,0.0004190432,0.01679138,0.003958197,0.001027551,0.01174546,0.01373669,0.4206808],"study_design_scores_gemma":[0.0003396142,0.0006080994,0.7608775,0.04189365,0.01719141,0.001495047,0.04120563,0.0186628,0.002475028,0.02400674,0.0907863,0.0004581301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.720895,0.1039418,0.02982553,0.01072665,0.0004302411,0.00779002,0.07466838,0.001096571,0.05062589],"genre_scores_gemma":[0.9060698,0.03356034,0.03593231,0.0002941262,0.0002662459,0.004791138,0.01782471,0.0001299072,0.001131452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7853035,"threshold_uncertainty_score":0.2421613,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402574436","doi":"10.1097/xeb.0000000000000460","title":"Factors that influence vaccination communication during pregnancy: provider and patient perspectives using the theoretical domains framework","year":2024,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"COVID-19 Impact on Reproduction","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":"BC Children's Hospital; University of Calgary; University of Ottawa; University of British Columbia; Ottawa Hospital; Alberta Children's Hospital; Capital District Health Authority","funders":"","keywords":"Vaccination; Pregnancy; Context (archaeology); Intervention (counseling); Theory of planned behavior; Medicine; Health care; Family medicine; Qualitative research; Nursing; Psychology; Immunology; Control (management)","authors":[{"name":"Andrea M. Patey","is_ca":true},{"name":"Mungunzul Amarbayan","is_ca":true},{"name":"Kate Lee","is_ca":true},{"name":"Marcia Bruce","is_ca":true},{"name":"Julie A. Bettinger","is_ca":true},{"name":"Wendy Pringle","is_ca":true},{"name":"Maoliosa Donald","is_ca":true},{"name":"Eliana Castillo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04885179217230397,"gpt":0.4265559444666572,"spread":0.3777041522943533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006117126,0.0003630655,0.00023352,0.001050685,0.004626937,0.003459872,0.0009016258,0.0008033802,0.002820827],"category_scores_gemma":[0.01490007,0.0003224519,0.0004414843,0.001019498,0.003166938,0.00165079,0.002473238,0.001546319,0.0001331133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01731943,"about_ca_system_score_gemma":0.04665226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3780289,"about_ca_topic_score_gemma":0.3540464,"domain_scores_codex":[0.9962812,0.002179487,0.0001393008,0.0001711202,0.0004716295,0.0007572866],"domain_scores_gemma":[0.9901342,0.006753766,0.001034301,0.0001775835,0.0009501502,0.0009500189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007457974,0.0002318757,0.3241594,0.000526169,0.0000416273,0.001072466,0.6045796,0.0005251676,0.0004242431,0.007275196,0.002373683,0.05871591],"study_design_scores_gemma":[0.00002821038,0.0001418844,0.1089082,0.001274345,0.00008186658,0.0008649197,0.8705318,0.001746282,0.0004043083,0.003443701,0.01253014,0.00004435043],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634363,0.001540122,0.002518098,0.01557765,0.00004377666,0.0002774358,0.0001929455,0.00001746732,0.01639615],"genre_scores_gemma":[0.9971905,0.000779447,0.001162248,0.0003463269,0.000004507573,0.00004965834,0.0000428878,0.000002527815,0.0004218852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3780289,"threshold_uncertainty_score":0.7516571,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407884093","doi":"10.1097/xeb.0000000000000496","title":"Toward the sustainability of health care innovations to “transform our world”: current status and the road ahead","year":2025,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Sustainability; Sustainability science; Sustainability organizations; Health care; Social sustainability; Work (physics); Psychological intervention; Public relations; Business; Engineering ethics; Management science; Political science; Knowledge management; Medicine; Nursing; Engineering; Computer science","authors":[{"name":"Gabrielle Chicoine","is_ca":true},{"name":"Sharon E. Straus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3252889824402321,"gpt":0.6722083673708971,"spread":0.3469193849306649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09362368,0.001243192,0.002090724,0.003965603,0.004755177,0.02951677,0.004476401,0.01381442,0.01812358],"category_scores_gemma":[0.1348876,0.0005201279,0.002162524,0.006256446,0.01997174,0.03589335,0.01349112,0.01719723,0.003145427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01462541,"about_ca_system_score_gemma":0.063481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006806246,"about_ca_topic_score_gemma":0.003514318,"domain_scores_codex":[0.9414812,0.03977954,0.002431142,0.00327012,0.00984277,0.003195176],"domain_scores_gemma":[0.728092,0.2092399,0.009774718,0.008288713,0.03839666,0.006207989],"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":[0.0001438827,0.0002854168,0.002531236,0.008941989,0.0001163042,0.0001292411,0.005861787,0.001895611,0.0004003365,0.6246208,0.04886108,0.3062123],"study_design_scores_gemma":[0.00004742209,0.0002219059,0.002200341,0.02999697,0.0001168142,0.0001313977,0.01886162,0.00297862,0.001230819,0.6356717,0.3083985,0.0001437919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005334612,0.1515882,0.02111473,0.7925059,0.004625346,0.0001459103,0.0001902987,0.0002021265,0.0242929],"genre_scores_gemma":[0.374708,0.4107377,0.07227065,0.1232707,0.008600559,0.001183194,0.0007107757,0.0004053371,0.008113069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09362368,"threshold_uncertainty_score":0.4951353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393222295","doi":"10.1097/xeb.0000000000000415","title":"Factors influencing nurses’ use of sedation interruptions in a critical care unit: a descriptive qualitative study","year":2024,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ottawa Hospital; University of Ottawa; Canadore College","funders":"","keywords":"Focus group; Nursing; Multidisciplinary approach; Qualitative research; Medicine; Descriptive statistics; Pharmacist; Descriptive research; Sedation; Psychology; Pharmacy","authors":[{"name":"Nicole D. Graham","is_ca":true},{"name":"Ian D. Graham","is_ca":true},{"name":"Brandi Vanderspank‐Wright","is_ca":true},{"name":"Letitia Nadalin Penno","is_ca":true},{"name":"Dean Fergusson","is_ca":true},{"name":"Janet E. Squires","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.28189362658534,"gpt":0.547724347566986,"spread":0.265830720981646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01069431,0.0003745879,0.0005512491,0.001348714,0.00647198,0.00288657,0.00159506,0.001113108,0.00207256],"category_scores_gemma":[0.01700501,0.0006251238,0.0003811783,0.001231971,0.005118931,0.002731017,0.002959908,0.001415478,0.0002227145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00675923,"about_ca_system_score_gemma":0.007495926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01923964,"about_ca_topic_score_gemma":0.03114637,"domain_scores_codex":[0.9941545,0.003776129,0.0002739372,0.0003727131,0.0005699208,0.0008529016],"domain_scores_gemma":[0.9822816,0.01302927,0.001532779,0.0003253258,0.001606412,0.001224561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002461412,0.00006468477,0.009397333,0.0002208015,0.000004425003,0.0007140351,0.9836781,0.00003414625,0.0007313215,0.0004903417,0.0002757807,0.004364549],"study_design_scores_gemma":[0.000002699514,0.00004226277,0.003201991,0.0001937716,0.000003099416,0.000216787,0.9927468,0.00005638618,0.0002136258,0.0001021574,0.003211615,0.00000884422],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925461,0.0005971726,0.002180112,0.001220981,0.00003557161,0.0002654572,0.0001467638,0.00001158015,0.002996095],"genre_scores_gemma":[0.9942075,0.001006823,0.001740662,0.0005945584,0.0000142476,0.0004641582,0.00008725018,0.00001465262,0.001870118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01923964,"threshold_uncertainty_score":0.0565576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200591438","doi":"10.1097/xeb.0000000000000304","title":"The experience of remote recruitment for Essential Coaching for Every Mother during the coronavirus disease 2019 pandemic","year":2021,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Izaak Walton Killam Health Centre; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Coaching; Outreach; Medicine; Intervention (counseling); Family medicine; Pandemic; Psychology; Coronavirus disease 2019 (COVID-19); Nursing; Disease; Internal medicine","authors":[{"name":"Justine Dol","is_ca":true},{"name":"Gail Tomblin Murphy","is_ca":true},{"name":"Douglas McMillan","is_ca":true},{"name":"Megan Aston","is_ca":true},{"name":"Marsha Campbell‐Yeo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1495828930176126,"gpt":0.4974226519327377,"spread":0.3478397589151251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02474749,0.0003775238,0.0003890605,0.0002504648,0.005131352,0.00198177,0.001298903,0.001647396,0.0103838],"category_scores_gemma":[0.02777722,0.0004551597,0.0004867249,0.000222774,0.002879489,0.001734641,0.005171714,0.002372781,0.001300264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532449,"about_ca_system_score_gemma":0.004185548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002938204,"about_ca_topic_score_gemma":0.006737202,"domain_scores_codex":[0.9795684,0.01712909,0.0003198693,0.0006312778,0.0007397021,0.001611842],"domain_scores_gemma":[0.9829437,0.009731025,0.001473088,0.001120586,0.000998011,0.003733513],"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":[0.00294724,0.005502013,0.09508029,0.002688109,0.000150788,0.004276469,0.3349508,0.0006198635,0.01027584,0.004216155,0.04772687,0.4915656],"study_design_scores_gemma":[0.001331693,0.03728811,0.1843774,0.004529879,0.0002988067,0.005239863,0.5011116,0.002314008,0.007955288,0.006428414,0.2487314,0.0003934222],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291964,0.00100099,0.006311873,0.03979582,0.0007444221,0.001872562,0.0003010969,0.000241217,0.02053553],"genre_scores_gemma":[0.9772251,0.0008663444,0.006836285,0.006900102,0.0003986844,0.002613405,0.00009866944,0.00006662614,0.004994815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02474749,"threshold_uncertainty_score":0.1308788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401912193","doi":"10.1097/xeb.0000000000000458","title":"Planning for implementation success: insights from conducting an implementation needs assessment","year":2024,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadore College; University of Ottawa","funders":"","keywords":"Computer science; Process management; Risk analysis (engineering); Systems engineering; Management science; Engineering; Business","authors":[{"name":"Nicole D. Graham","is_ca":true},{"name":"Ian D. Graham","is_ca":true},{"name":"Brandi Vanderspank‐Wright","is_ca":true},{"name":"Letitia Nadalin‐Penno","is_ca":true},{"name":"Dean Fergusson","is_ca":true},{"name":"Janet E. Squires","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6622466630106629,"gpt":0.7392359705404383,"spread":0.0769893075297754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1942421,0.001137777,0.001163594,0.007068918,0.01090767,0.01628329,0.004812376,0.00499308,0.004266972],"category_scores_gemma":[0.283998,0.001289428,0.001379388,0.003939379,0.01062332,0.01814039,0.01374767,0.007551696,0.0009249882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0191035,"about_ca_system_score_gemma":0.05605505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009199074,"about_ca_topic_score_gemma":0.01123722,"domain_scores_codex":[0.7077134,0.2501773,0.009245439,0.003707263,0.01773442,0.01142221],"domain_scores_gemma":[0.6605661,0.2644432,0.01266116,0.009902633,0.03857991,0.01384692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001719516,0.001872321,0.02650026,0.003420249,0.0001205049,0.003131471,0.6696042,0.002506191,0.001048659,0.05042287,0.008250095,0.2329513],"study_design_scores_gemma":[0.00007259293,0.0007661286,0.01403581,0.005216555,0.00007582337,0.0009020402,0.8844234,0.004273069,0.001285372,0.04457234,0.04417847,0.000198404],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5485704,0.004100503,0.1287179,0.1629999,0.0005903342,0.01304932,0.0004454005,0.0005951761,0.1409311],"genre_scores_gemma":[0.8938114,0.001703394,0.09502407,0.00316006,0.00006077687,0.003615327,0.0001736621,0.0001252653,0.002326037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1942421,"threshold_uncertainty_score":0.9936429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3153499825","doi":"10.1097/xeb.0000000000000281","title":"Barriers and facilitators for implementation of a patient prioritization tool in two specialized rehabilitation programs","year":2021,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal; Université Laval; Centre hospitalier universitaire de Québec; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Prioritization; Variety (cybernetics); Flexibility (engineering); Rehabilitation; Focus group; Process management; Ranking (information retrieval); Service provider; Service (business); Knowledge management; Process (computing); Descriptive statistics; Qualitative research; Medicine; Nursing; Business; Computer science; Marketing; Physical therapy","authors":[{"name":"Julien Déry","is_ca":true},{"name":"Ángel Ruiz","is_ca":true},{"name":"François Routhier","is_ca":true},{"name":"Marie‐Pierre Gagnon","is_ca":true},{"name":"André Côté","is_ca":true},{"name":"Daoud Aı̈t-Kadi","is_ca":true},{"name":"Válerie Bélanger","is_ca":true},{"name":"Marie‐Ève Lamontagne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0820261598536068,"gpt":0.5094553400741442,"spread":0.4274291802205374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03961978,0.0004564236,0.0006166174,0.001360335,0.00369451,0.002831727,0.001787196,0.001623981,0.003514227],"category_scores_gemma":[0.07840916,0.0006971904,0.0006995788,0.001293038,0.001985773,0.002368969,0.006061439,0.002043324,0.0001880225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006753947,"about_ca_system_score_gemma":0.03198641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006842987,"about_ca_topic_score_gemma":0.01389619,"domain_scores_codex":[0.9649082,0.0244622,0.002343406,0.001021753,0.003018408,0.004245976],"domain_scores_gemma":[0.9087113,0.06850524,0.006898762,0.001895096,0.006259516,0.007730119],"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":[0.001273734,0.01990878,0.2249673,0.004051229,0.0001556441,0.001630668,0.3402909,0.0009561329,0.002577715,0.001863218,0.003516823,0.3988079],"study_design_scores_gemma":[0.001472677,0.02050596,0.415714,0.006671465,0.0005321338,0.00133658,0.5080575,0.008113163,0.009323307,0.002641779,0.02526459,0.0003667641],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937005,0.0001152034,0.001698761,0.001946399,0.00002003586,0.001321202,0.00004248786,0.00003679757,0.001118636],"genre_scores_gemma":[0.9866687,0.0002053472,0.009510419,0.000642186,0.00001311043,0.002483442,0.00005526813,0.00001440858,0.0004072264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03961978,"threshold_uncertainty_score":0.209532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406333485","doi":"10.1097/xeb.0000000000000490","title":"Time to standardize educational competencies on EBP: the benefits of a common core framework","year":2025,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Core competency; Common core; Core (optical fiber); Business; Knowledge management; Computer science; Telecommunications; Marketing","authors":[{"name":"Ana Filipa Cardoso","is_ca":false},{"name":"Craig Lockwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1720951691131561,"gpt":0.577366154930255,"spread":0.4052709858170989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1131059,0.0009777094,0.001232545,0.006452625,0.005984101,0.01902083,0.004887961,0.005935797,0.004390512],"category_scores_gemma":[0.126536,0.0009718881,0.001269259,0.003112759,0.01375409,0.01931777,0.02438007,0.009810327,0.001240359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01675452,"about_ca_system_score_gemma":0.06541681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006250908,"about_ca_topic_score_gemma":0.009576168,"domain_scores_codex":[0.9063417,0.06180496,0.006275913,0.004269133,0.0180274,0.003280916],"domain_scores_gemma":[0.8813911,0.04618272,0.009087413,0.01836068,0.02903952,0.01593854],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001685376,0.001371137,0.006645102,0.001289318,0.0001083673,0.000207869,0.04322759,0.003054385,0.001702184,0.5458988,0.0154075,0.3809192],"study_design_scores_gemma":[0.0003342639,0.001023122,0.0135357,0.00969216,0.0001442967,0.0004611197,0.05887426,0.01459619,0.005077339,0.669607,0.2263771,0.0002774961],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07246502,0.003580285,0.6582125,0.1486991,0.002077072,0.002832746,0.0002029882,0.0009017747,0.1110285],"genre_scores_gemma":[0.3475135,0.001006047,0.6376361,0.005875472,0.000252018,0.002723045,0.0002290843,0.0001792888,0.004585448],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.886894,"threshold_uncertainty_score":0.5981685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212787736","doi":"10.1097/xeb.0000000000000308","title":"Lessons learned and functional outcomes following multifaceted team training in a cognitive strategy-based approach to stroke rehabilitation","year":2022,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Baycrest Hospital; University of Ottawa; Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Cognition; Knowledge translation; Psychological intervention; Rehabilitation; Cognitive rehabilitation therapy; Cognitive training","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1284951629064265,"gpt":0.4311648630869562,"spread":0.3026697001805297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003013336,0.0004729818,0.0006202523,0.0006392588,0.0004398036,0.0005381738,0.0004993463,0.0007578069,0.001796684],"category_scores_gemma":[0.006779245,0.000174915,0.0005188746,0.0002906673,0.0004248168,0.0006568146,0.0009198893,0.000631973,0.0001823824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000758132,"about_ca_system_score_gemma":0.001501119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144907,"about_ca_topic_score_gemma":0.002106372,"domain_scores_codex":[0.9985119,0.0006743667,0.0001451149,0.000158841,0.0002630522,0.0002467624],"domain_scores_gemma":[0.9979372,0.000879891,0.0005040722,0.0001367339,0.0001574286,0.0003847073],"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":[0.02927208,0.2577638,0.0405035,0.002226957,0.0007739973,0.000266845,0.003760978,0.001693733,0.005306669,0.0001261911,0.0007982232,0.657507],"study_design_scores_gemma":[0.01668805,0.5458989,0.4203438,0.0008296656,0.001155721,0.0002584876,0.001860917,0.002212126,0.008933857,0.0004354579,0.001285972,0.0000970184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991041,0.000122657,0.0001642116,0.00006010643,0.00001475912,0.0002859786,0.00001251176,0.000008552608,0.0002271032],"genre_scores_gemma":[0.9976858,0.0001829548,0.001203047,0.00005580829,0.00002139204,0.0005471584,0.0000372697,0.000001621148,0.0002649016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003013336,"threshold_uncertainty_score":0.01593626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411979156","doi":"10.1097/xeb.0000000000000518","title":"Critical actions for embedding research evidence into practice: how to get the most out of your implementation scientist","year":2025,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital; McGill University; Ottawa Hospital","funders":"","keywords":"Implementation research; General partnership; Knowledge management; Health care; Computer science; Plan (archaeology); Implementation; Engineering ethics; Psychological intervention; Process management; Management science; Political science; Medicine; Business; Engineering; Nursing","authors":[{"name":"Carolyn Mazariego","is_ca":false},{"name":"Hossai Gul","is_ca":false},{"name":"Shuang Liang","is_ca":false},{"name":"Angela Kelly‐Hanku","is_ca":false},{"name":"Bernadette Brady","is_ca":false},{"name":"Sabine Allida","is_ca":false},{"name":"Rachel Baffsky","is_ca":false},{"name":"Gemma McErlean","is_ca":false},{"name":"Carmen Crespo-González","is_ca":false},{"name":"Michael Hodgins","is_ca":false},{"name":"Lauren Christie","is_ca":false},{"name":"David Peiris","is_ca":false},{"name":"Deborah Debono","is_ca":false},{"name":"Freya MacMillan","is_ca":false},{"name":"Caleb Ferguson","is_ca":false},{"name":"Nicole Heneka","is_ca":false},{"name":"Sarah G. Kennedy","is_ca":false},{"name":"Hueiming Liu","is_ca":false},{"name":"April Morrow","is_ca":false},{"name":"Guillaume Fontaine","is_ca":true},{"name":"Merran Findlay","is_ca":false},{"name":"Sandy Middleton","is_ca":false},{"name":"David Lim","is_ca":false},{"name":"Nicola Straiton","is_ca":false},{"name":"Natalie Taylor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7260738167830322,"gpt":0.7972943727209798,"spread":0.07122055593794763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.5490099,0.004178809,0.008827804,0.00893765,0.02631684,0.06342001,0.01579167,0.06254203,0.009400656],"category_scores_gemma":[0.7123741,0.004371778,0.006733553,0.005235215,0.1065899,0.07579676,0.0374883,0.1374983,0.006892467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02272091,"about_ca_system_score_gemma":0.1741183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007623251,"about_ca_topic_score_gemma":0.006965544,"domain_scores_codex":[0.3279304,0.5065022,0.04534412,0.01934228,0.0875699,0.01331111],"domain_scores_gemma":[0.09883936,0.664805,0.02221514,0.04167537,0.1336208,0.03884433],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003919389,0.0006582069,0.002405336,0.009867067,0.0006896303,0.001638614,0.08148681,0.001154834,0.001130008,0.1521045,0.6121661,0.1363068],"study_design_scores_gemma":[0.0003312652,0.0003226704,0.0007926782,0.02459036,0.0003625283,0.001034476,0.07092286,0.001357849,0.00143653,0.3715723,0.5265893,0.0006872549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005178659,0.007651289,0.01208426,0.9637483,0.01379586,0.000392515,0.00002641232,0.0001841231,0.001599385],"genre_scores_gemma":[0.05089445,0.02256813,0.2039035,0.6924778,0.02086532,0.004711932,0.0001394486,0.0007484317,0.003690952],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5490099,"threshold_uncertainty_score":0.5561512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164014439","doi":"10.1097/xeb.0000000000000286","title":"Lessons on integrated knowledge translation through algorithm's utilization in homecare services: a multiple case study","year":2021,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Knowledge translation; Knowledge management; Context (archaeology); Thematic analysis; Focus group; Computer science; Health care; Cognition; Service (business); Process management; Process (computing); Qualitative research; Psychology; Business; Marketing","authors":[{"name":"Mélanie Ruest","is_ca":true},{"name":"Guillaume Léonard","is_ca":true},{"name":"Aliki Thomas","is_ca":true},{"name":"Manon Guay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7639148683341506,"gpt":0.7087438105724599,"spread":0.05517105776169062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03643072,0.0005915645,0.0006253305,0.001651933,0.009070209,0.005979979,0.003552995,0.003089579,0.002195533],"category_scores_gemma":[0.04614286,0.0006554186,0.0008352367,0.002572748,0.00655836,0.006505381,0.006767318,0.003448632,0.000304708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01423867,"about_ca_system_score_gemma":0.01561093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888069,"about_ca_topic_score_gemma":0.04701413,"domain_scores_codex":[0.9535874,0.03839971,0.00144988,0.001147276,0.002894323,0.002521454],"domain_scores_gemma":[0.9707983,0.02016549,0.002343062,0.001934123,0.002636678,0.002122445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001050021,0.00259043,0.03369168,0.0007961768,0.00004887194,0.01490373,0.8075508,0.0005620094,0.001060438,0.008534663,0.005464969,0.1246912],"study_design_scores_gemma":[0.00009663113,0.000937239,0.01619014,0.001316825,0.00007198734,0.009187954,0.9218217,0.003053691,0.001922964,0.005550446,0.03975794,0.0000926066],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600665,0.000947321,0.007984743,0.01954815,0.00008278262,0.0009688452,0.00005913782,0.00005360529,0.01028893],"genre_scores_gemma":[0.9787101,0.001155779,0.01648294,0.001344596,0.00003164179,0.0005296512,0.00003826678,0.00003610823,0.001670997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03643072,"threshold_uncertainty_score":0.1926664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296623046","doi":"10.1097/xeb.0000000000000326","title":"Dentists’ attitudes and practices toward evidence-based dentistry: a systematic review","year":2022,"lang":"en","type":"review","venue":"JBI Evidence Implementation","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Dentistry; Evidence-based dentistry; Medicine; Psychology; Alternative medicine; Pathology","authors":[{"name":"Murilo Fernando Neuppmann Feres","is_ca":false},{"name":"Larissa Ruiz-Rodrigues","is_ca":false},{"name":"Viviane de Oliveira Prado","is_ca":false},{"name":"Fernanda Vicioni-Marques","is_ca":false},{"name":"Magda Feres","is_ca":false},{"name":"Paulo Nelson‐Filho","is_ca":false},{"name":"Carlos Flores‐Mir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6492855678582885,"gpt":0.6906182610038563,"spread":0.04133269314556776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02550389,0.001336625,0.007112813,0.012006,0.0008906467,0.00419247,0.001894722,0.002444355,0.003111294],"category_scores_gemma":[0.09875551,0.001452511,0.005416733,0.01217824,0.00133706,0.003616035,0.001875877,0.001494531,0.0003140871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003826757,"about_ca_system_score_gemma":0.01776001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005800986,"about_ca_topic_score_gemma":0.01869501,"domain_scores_codex":[0.9739183,0.01024169,0.008876361,0.001365138,0.005104711,0.0004938515],"domain_scores_gemma":[0.8975794,0.07934272,0.01448271,0.001164511,0.006762934,0.0006676954],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001024258,0.00002073525,0.001383555,0.9469029,0.003868272,0.00006922074,0.0004034877,0.00005275255,0.0001078473,0.0001723783,0.000724922,0.0461916],"study_design_scores_gemma":[0.00008922261,0.0001141816,0.00413469,0.968158,0.01860968,0.0002393432,0.0006157305,0.00005005131,0.0001219468,0.0001762824,0.007665826,0.00002498248],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001535855,0.9970474,0.0001830056,0.0003878017,0.00009256448,0.0003647892,0.0001421489,0.000005958033,0.0002405914],"genre_scores_gemma":[0.02105412,0.9761106,0.001189434,0.0005134573,0.0000859459,0.0008138215,0.0001459806,0.000003849147,0.00008273514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9744961,"threshold_uncertainty_score":0.1348791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404766435","doi":"10.1097/xeb.0000000000000483","title":"SHOW ME the evidence: Features of an approach to reliably deliver research evidence to those who need it","year":2024,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; McMaster University; Ottawa Hospital; Impact","funders":"Hospital for Sick Children; Universidad Nacional de Educación a Distancia; London School of Hygiene and Tropical Medicine; University of Galway; Lanzhou University; Karolinska Institutet; Universidad de Antioquia; McMaster University; Norges Teknisk-Naturvitenskapelige Universitet; UNICEF; Agency for Healthcare Research and Quality; Universität zu Köln; World Health Organization; American University of Beirut; Pan American Health Organization; Universiteit Stellenbosch; Fundação Oswaldo Cruz; Pew Charitable Trusts","keywords":"Alliance; Accountability; Public relations; Political science; Equity (law); Evidence-based practice; Acronym; Medicine; Law","authors":[{"name":"John N. Lavis","is_ca":true},{"name":"Jeremy Grimshaw","is_ca":true},{"name":"Ruth Stewart","is_ca":false},{"name":"Julian Elliott","is_ca":false},{"name":"Will Moy","is_ca":false},{"name":"Joerg J Meerpohl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7023423444874812,"gpt":0.7260232687604155,"spread":0.02368092427293422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4823042,0.002655035,0.004313156,0.01274237,0.008263329,0.05125561,0.01002115,0.03936753,0.01185447],"category_scores_gemma":[0.5929152,0.007180583,0.00697221,0.008439404,0.03805708,0.04213923,0.03936846,0.04418846,0.0145143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01661826,"about_ca_system_score_gemma":0.05457083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004944773,"about_ca_topic_score_gemma":0.006767152,"domain_scores_codex":[0.3744522,0.4590331,0.06987273,0.01163243,0.07973661,0.00527297],"domain_scores_gemma":[0.1971125,0.6043552,0.03293061,0.0771317,0.07292556,0.01554458],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004849112,0.0002355843,0.001390312,0.01039564,0.0008858975,0.001182983,0.02227,0.001123135,0.001904021,0.3801554,0.3269969,0.2529753],"study_design_scores_gemma":[0.0004870008,0.0003123886,0.001085906,0.01023391,0.0003885696,0.001331876,0.003409684,0.001363178,0.001142294,0.277811,0.7020655,0.0003688126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001156723,0.00595333,0.393438,0.5262346,0.009470608,0.0100248,0.000603277,0.002612414,0.05050628],"genre_scores_gemma":[0.02689373,0.002922137,0.8499401,0.08782952,0.004772259,0.01482158,0.0003410261,0.00101886,0.0114608],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5176958,"threshold_uncertainty_score":0.638411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200303365","doi":"10.1097/xeb.0000000000000305","title":"Unfolding and characterizing the barriers and facilitators of scaling-up evidence-based interventions from the stakeholders’ perspective: a concept mapping approach","year":2021,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Registered Nurses' Association of Ontario; University of Ottawa","funders":"","keywords":"Psychological intervention; Concept map; Process (computing); Qualitative research; Component (thermodynamics); Intervention (counseling); Field (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2659273746421745,"gpt":0.4815011250507485,"spread":0.215573750408574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03122719,0.001247285,0.0006248332,0.006547638,0.004104174,0.006116754,0.002192244,0.001675883,0.002444212],"category_scores_gemma":[0.03113439,0.000743082,0.001336776,0.004130316,0.007134532,0.007127608,0.004499189,0.001890589,0.0002458969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00615941,"about_ca_system_score_gemma":0.01428167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00346922,"about_ca_topic_score_gemma":0.003793555,"domain_scores_codex":[0.9827252,0.01359944,0.0006562509,0.0007490498,0.001672695,0.0005974242],"domain_scores_gemma":[0.9674991,0.0253151,0.002124732,0.001041478,0.003491303,0.0005283763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001259218,0.0002922806,0.0148843,0.003432271,0.00010857,0.0009816721,0.7193443,0.002707482,0.00492588,0.07827957,0.001826571,0.1730912],"study_design_scores_gemma":[0.00005142302,0.0003541502,0.01409851,0.004011253,0.0001392607,0.0009198055,0.8437782,0.01123808,0.004256361,0.09008358,0.030942,0.0001274814],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5279241,0.002516439,0.4198345,0.008426042,0.0001715862,0.006515526,0.0004240971,0.0001537347,0.03403404],"genre_scores_gemma":[0.7100911,0.001652143,0.2825223,0.000346801,0.00001650894,0.003391026,0.0001723634,0.00004110733,0.001766727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03122719,"threshold_uncertainty_score":0.1651471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401794249","doi":"10.1097/xeb.0000000000000454","title":"Evidence-informed decision-making in public health in Canada: a qualitative exploration","year":2024,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Qualitative research; Public health; Public involvement; Public relations; Psychology; Environmental planning; Management science; Political science; Engineering ethics; Medicine; Sociology; Nursing; Geography; Engineering; Social science","authors":[{"name":"Isabella Romano","is_ca":true},{"name":"Emily Clark","is_ca":true},{"name":"Janine Quiambao","is_ca":true},{"name":"Miranda Horn","is_ca":false},{"name":"Lynn Dare","is_ca":false},{"name":"Kristin Rogers","is_ca":true},{"name":"Maureen Dobbins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7393843908468845,"gpt":0.7279608213856039,"spread":0.01142356946128054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0314142,0.0006525823,0.001025739,0.002961843,0.02733726,0.00893796,0.003340503,0.002189166,0.00371458],"category_scores_gemma":[0.03629665,0.0008354493,0.0008291321,0.007474671,0.01721768,0.002964716,0.008022559,0.003738699,0.0002414558],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1886867,"about_ca_system_score_gemma":0.3345073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9349399,"about_ca_topic_score_gemma":0.956261,"domain_scores_codex":[0.9711178,0.01796425,0.0009921613,0.001347726,0.003462485,0.00511561],"domain_scores_gemma":[0.9477152,0.03497664,0.001994567,0.0009360001,0.007761786,0.006615726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006668796,0.00005482469,0.004290252,0.0006664498,0.00001212812,0.001209343,0.9744504,0.0003249937,0.0002614253,0.005639992,0.002060101,0.01096342],"study_design_scores_gemma":[0.00001513241,0.00002210301,0.002062082,0.0008635586,0.00001022886,0.0001134304,0.972668,0.0003092152,0.000171498,0.0009388924,0.02279305,0.00003272231],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227839,0.005781549,0.008880246,0.02534986,0.0002401201,0.003343035,0.001746798,0.0000605335,0.03181399],"genre_scores_gemma":[0.9845873,0.002737327,0.005178898,0.002210394,0.00001747544,0.0009119452,0.0002398552,0.00004035573,0.004076482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8113133,"threshold_uncertainty_score":0.9410085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416106098","doi":"10.1097/xeb.0000000000000538","title":"Using behavior change techniques to identify components for adapting a vaccination in pregnancy communication intervention in Canada","year":2025,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Children's Hospital; University of Calgary; Ottawa Hospital; Capital District Health Authority","funders":"","keywords":"Vaccination; Intervention (counseling); Pregnancy; Behavior change; Behaviour change; Behavior change methods; Public health; Health behavior","authors":[{"name":"Andrea M. Patey","is_ca":true},{"name":"Maria Castrellon Pardo","is_ca":true},{"name":"Madison Kennedy","is_ca":true},{"name":"Monica Santosh Surti","is_ca":true},{"name":"Mungunzul Amarbayan","is_ca":true},{"name":"Medea Myers-Stewart","is_ca":true},{"name":"Marcia Bruce","is_ca":true},{"name":"Jessica Kaufman","is_ca":false},{"name":"Margie Danchin","is_ca":false},{"name":"Maoliosa Donald","is_ca":true},{"name":"Eliana Castillo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.32529167927615,"gpt":0.5816415318732889,"spread":0.2563498525971389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006036219,0.0008002125,0.0006847408,0.0018471,0.003987419,0.001266478,0.001546408,0.0004817909,0.002256371],"category_scores_gemma":[0.01293685,0.0005038509,0.001164723,0.002339686,0.0007439173,0.0004864213,0.001364525,0.001333873,0.0001655879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04461147,"about_ca_system_score_gemma":0.1123246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9118895,"about_ca_topic_score_gemma":0.9574519,"domain_scores_codex":[0.9959241,0.001394891,0.0002182046,0.0003669602,0.001370698,0.0007251159],"domain_scores_gemma":[0.995464,0.001306659,0.0005250363,0.0001501623,0.001909161,0.000645024],"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":[0.0009325029,0.009263899,0.1688064,0.00268181,0.0003199105,0.0001949548,0.02876948,0.005086927,0.003143965,0.001838752,0.008381968,0.7705795],"study_design_scores_gemma":[0.001486138,0.00464439,0.9081897,0.001651556,0.0009469858,0.00008260962,0.02618482,0.02755371,0.005831966,0.001243498,0.02196166,0.0002228823],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389903,0.0008831231,0.02085624,0.002015567,0.0001124948,0.02158069,0.001618106,0.0003978341,0.01354564],"genre_scores_gemma":[0.8139591,0.001539451,0.1563166,0.0005093997,0.00001495301,0.02211838,0.001180337,0.0000391121,0.004322634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08811051,"threshold_uncertainty_score":0.3236804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415085684","doi":"10.1097/xeb.0000000000000535","title":"Preventing aggression in psychiatric settings: a best practice implementation project","year":2025,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Prairie Women's Health Centre of Excellence","funders":"","keywords":"Best practice; Aggression; Clinical Practice; MEDLINE","authors":[{"name":"L. Samuel Prod'hom","is_ca":true},{"name":"S. Mahé","is_ca":true},{"name":"Pierre Lequin","is_ca":false},{"name":"Dorota Drozdek","is_ca":false},{"name":"Béatrice Perrenoud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03233623023593129,"gpt":0.4887756465316831,"spread":0.4564394162957518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1062553,0.00121254,0.001309756,0.003689206,0.004978688,0.005778668,0.005313042,0.003950916,0.003984228],"category_scores_gemma":[0.09230762,0.001907116,0.001969129,0.003497062,0.002944454,0.0022602,0.01647426,0.004572657,0.0009153896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01438325,"about_ca_system_score_gemma":0.1175286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008051554,"about_ca_topic_score_gemma":0.01410943,"domain_scores_codex":[0.9046627,0.06649337,0.00773565,0.002694848,0.01255439,0.005859067],"domain_scores_gemma":[0.9146206,0.02224985,0.01034122,0.00828448,0.01550432,0.02899946],"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":[0.001930978,0.03679188,0.04490484,0.01542522,0.0007690484,0.001508766,0.04133424,0.003000077,0.003370536,0.002716504,0.02065522,0.8275928],"study_design_scores_gemma":[0.03709672,0.07406706,0.427689,0.08974065,0.003944653,0.004304083,0.1607204,0.0118527,0.01385876,0.008408234,0.1674399,0.0008778441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.728754,0.0075327,0.02927442,0.0511569,0.001019013,0.1599423,0.00238942,0.001085125,0.0188461],"genre_scores_gemma":[0.4863671,0.006837003,0.3903667,0.006212248,0.0002154388,0.1045018,0.00199466,0.0001693555,0.003335707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062553,"threshold_uncertainty_score":0.5619383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401460020","doi":"10.1097/xeb.0000000000000452","title":"Nursing management of intracranial hypertension in adults with severe brain injury in a neurosurgery intensive care unit: a best practice implementation project","year":2024,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Audit; Neurosurgery; Medicine; Best practice; Intracranial pressure; Intensive care unit; Psychological intervention; Intracranial pressure monitoring; Nursing; Emergency medicine; Intensive care medicine; Surgery","authors":[{"name":"Yi-Heng Cheng","is_ca":false},{"name":"Jing-Da Pan","is_ca":false},{"name":"Chuanhui Xu","is_ca":false},{"name":"Dan Mou","is_ca":false},{"name":"Huiling Guo","is_ca":false},{"name":"Hongbo Yan","is_ca":false},{"name":"Qili Chen","is_ca":false},{"name":"LI Wei-ji","is_ca":false},{"name":"Feng-Ai Huang","is_ca":false},{"name":"B. Zhang","is_ca":false},{"name":"Xin-Yan Qiu","is_ca":false},{"name":"Qing-Mei Lei","is_ca":false},{"name":"Dong‐Lan Ling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04381853306355981,"gpt":0.3991335000089542,"spread":0.3553149669453944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05050962,0.0007977419,0.000807087,0.001680663,0.004047728,0.002473705,0.002716474,0.001996859,0.001229724],"category_scores_gemma":[0.04337476,0.0009861102,0.001278866,0.001178059,0.001926106,0.001540675,0.007564448,0.002289856,0.0002387847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006959326,"about_ca_system_score_gemma":0.08045196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00702139,"about_ca_topic_score_gemma":0.01508105,"domain_scores_codex":[0.9654847,0.02398743,0.002959248,0.001036534,0.003989733,0.002542375],"domain_scores_gemma":[0.9677814,0.006720991,0.00387282,0.002570793,0.007368125,0.01168589],"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":[0.001699206,0.06051804,0.1808299,0.00708208,0.0006546649,0.00187736,0.05443871,0.003278189,0.004670559,0.001616166,0.008166001,0.6751691],"study_design_scores_gemma":[0.01476476,0.1088097,0.6822084,0.01220445,0.001752324,0.00164118,0.1168707,0.01170107,0.009381519,0.00289912,0.03728786,0.0004789059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454503,0.0006741476,0.005026679,0.005780066,0.00009137725,0.04053622,0.0002047711,0.00009292721,0.00214347],"genre_scores_gemma":[0.7717327,0.00210954,0.1694851,0.002831564,0.00008795023,0.05182507,0.0006895795,0.00002108566,0.001217368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05050962,"threshold_uncertainty_score":0.2671236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408278027","doi":"10.1097/xeb.0000000000000499","title":"Determinants of complexity in clinical practice guidelines: a Delphi study including perspectives from guideline developers and implementers","year":2025,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"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":"Guideline; Delphi method; Delphi; Psychological intervention; Scope (computer science); Relevance (law); Intervention (counseling); Psychology; Element (criminal law); Computer science; Knowledge management; Medicine; Process management; Management science; Nursing; Engineering; Political science","authors":[{"name":"Marleen Corremans","is_ca":false},{"name":"Zachary Munn","is_ca":false},{"name":"Sanne Peters","is_ca":false},{"name":"Pascale Jonckheer","is_ca":false},{"name":"Heidi Parisod","is_ca":false},{"name":"Gerlinde Lenaerts","is_ca":false},{"name":"Marlène Karam","is_ca":true},{"name":"Nancy Durieux","is_ca":false},{"name":"Anne‐Lise Leclercq","is_ca":false},{"name":"Herman Vandevijvere","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5018420077333182,"gpt":0.6549303457984047,"spread":0.1530883380650865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.143169,0.0009463442,0.001337465,0.004325392,0.007352261,0.006779891,0.001800383,0.003886638,0.002077718],"category_scores_gemma":[0.1785397,0.001912864,0.001588609,0.002815329,0.007469133,0.007581301,0.01238383,0.005964143,0.000424063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007887042,"about_ca_system_score_gemma":0.01608225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004236815,"about_ca_topic_score_gemma":0.003881398,"domain_scores_codex":[0.7997111,0.1633923,0.008977598,0.003346722,0.01462282,0.00994948],"domain_scores_gemma":[0.7639837,0.1944935,0.008453681,0.003890086,0.02393353,0.005245482],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001129526,0.0002026451,0.01545912,0.0007428161,0.0000459349,0.0006317896,0.9610469,0.0002127179,0.0009593078,0.001327219,0.0008599914,0.01839875],"study_design_scores_gemma":[0.00005040643,0.0004425184,0.01214387,0.001244882,0.00004306062,0.0003659132,0.9774172,0.001107257,0.0004940243,0.001047031,0.005555206,0.00008856692],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799393,0.0004676027,0.006903274,0.005864151,0.0000945201,0.002740586,0.00006849473,0.00001795914,0.003904078],"genre_scores_gemma":[0.9861834,0.0008623059,0.007362597,0.001726602,0.00002869568,0.003180123,0.00006024009,0.00002309493,0.0005728489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.856831,"threshold_uncertainty_score":0.7571592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416934622","doi":"10.1097/xeb.0000000000000541","title":"User evaluation of an implementation toolkit for maternal–newborn care settings","year":2025,"lang":"en","type":"article","venue":"JBI Evidence Implementation","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; Ontario Stroke Network; Children's Hospital of Eastern Ontario; Ottawa Hospital; Library of Parliament; Izaak Walton Killam Health Centre; Dalhousie University; University of Ottawa","funders":"","keywords":"Data collection; Process (computing); User interface; Context (archaeology); Information system","authors":[{"name":"Jessica Reszel","is_ca":true},{"name":"Carolina Lavín Venegas","is_ca":true},{"name":"Sandra Dunn","is_ca":true},{"name":"Christine Cassidy","is_ca":true},{"name":"Janet Brownlee","is_ca":true},{"name":"M. Cloutier","is_ca":true},{"name":"Olivia Daub","is_ca":true},{"name":"Kaamel Hafizi","is_ca":true},{"name":"Marnie Lightfoot","is_ca":false},{"name":"Dahlia Pervez","is_ca":true},{"name":"Ashley Quosdorf","is_ca":true},{"name":"Allison Wood","is_ca":true},{"name":"Ian D. Graham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03538714451859878,"gpt":0.4676884694643627,"spread":0.4323013249457639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07117694,0.001018535,0.001114462,0.002022678,0.001567001,0.003031662,0.002278391,0.001293329,0.007026179],"category_scores_gemma":[0.1077893,0.0008726149,0.001983528,0.001405379,0.001569462,0.002565484,0.00416073,0.001246303,0.001514362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00372922,"about_ca_system_score_gemma":0.006716042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00298875,"about_ca_topic_score_gemma":0.005118666,"domain_scores_codex":[0.9547122,0.03503577,0.004206299,0.001206722,0.003397216,0.001441835],"domain_scores_gemma":[0.8738319,0.09361879,0.002839678,0.009259386,0.01725662,0.003193691],"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":[0.006043629,0.01208808,0.04778199,0.01542207,0.0004584127,0.002581362,0.1412784,0.005149,0.01498357,0.002452238,0.01972911,0.7320321],"study_design_scores_gemma":[0.009828676,0.06514712,0.3550625,0.02101895,0.002065944,0.004606364,0.1878727,0.03891578,0.04635822,0.007938265,0.258724,0.002461505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.864853,0.0005059204,0.07588322,0.001839404,0.0002750495,0.03606101,0.002983212,0.00540483,0.01219433],"genre_scores_gemma":[0.6635638,0.0007061615,0.285316,0.0006112371,0.00005957764,0.04135875,0.002860118,0.0008561587,0.004668285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07117694,"threshold_uncertainty_score":0.3764241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}