{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":51,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":51,"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":"6d42a1952361","filters":{"venue":"HERD Health Environments Research & Design Journal"}},"results":[{"id":"W4312065875","doi":"10.1177/19375867221137097","title":"The Impact of the Healthcare Environment on Patient Experience in the Emergency Department: A Systematic Review to Understand the Implications for Patient-Centered Design","year":2022,"lang":"en","type":"review","venue":"HERD Health Environments Research & Design Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Emergency department; Evidence-based design; Health care; Patient experience; Medicine; Psychology; Medical emergency; Nursing; Political science","authors":[{"name":"Aidan Rowe","is_ca":true},{"name":"Michelle Knox","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4331765576875546,"gpt":0.5192803949488587,"spread":0.08610383726130405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03099725,0.00127877,0.00560859,0.01692672,0.001301669,0.00550783,0.002045296,0.002404615,0.003380956],"category_scores_gemma":[0.1303764,0.001003101,0.005546321,0.02052675,0.001802243,0.005713251,0.002108412,0.001691132,0.0002748729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006987584,"about_ca_system_score_gemma":0.03032602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006096325,"about_ca_topic_score_gemma":0.02123896,"domain_scores_codex":[0.9654301,0.01615063,0.01093435,0.001483353,0.005360232,0.0006412994],"domain_scores_gemma":[0.7978505,0.1732481,0.01666922,0.001832861,0.009603586,0.000795727],"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":[0.00009193878,0.00002595539,0.001660347,0.9528593,0.003402821,0.0001560889,0.001780049,0.0000879771,0.0001273462,0.0005153535,0.0008725463,0.03842023],"study_design_scores_gemma":[0.00007197545,0.0001234221,0.003588308,0.9655836,0.01713279,0.000254244,0.001904438,0.00007829599,0.0001538761,0.0003725698,0.01070445,0.00003202935],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003455233,0.9934582,0.0004369669,0.0006995669,0.0001930044,0.0008947592,0.0003372729,0.000008959473,0.0005159884],"genre_scores_gemma":[0.05045466,0.9422281,0.002824905,0.001055122,0.0001288266,0.002876782,0.0002535879,0.00001002816,0.0001679631],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03099725,"threshold_uncertainty_score":0.1639311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2531213571","doi":"10.1177/1937586716672041","title":"On the Planning and Design of Hospital Circulation Zones","year":2016,"lang":"en","type":"review","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Socialization; Psychology; Evidence-based design; Anxiety; Health care; Realm; Applied psychology; Peer review; Control (management); Medicine; Computer science; Social psychology; Geography; Political science; Psychiatry","authors":[{"name":"Shan Jiang","is_ca":false},{"name":"Stephen Verderber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2647153128783876,"gpt":0.431927213424226,"spread":0.1672119005458383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007803962,0.000742127,0.0008749032,0.004248295,0.001214847,0.005958289,0.002024184,0.001620329,0.004917365],"category_scores_gemma":[0.02383048,0.0006465658,0.001422735,0.007271698,0.002084133,0.004110738,0.002046319,0.0008329187,0.0009451871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00350142,"about_ca_system_score_gemma":0.01756792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007265828,"about_ca_topic_score_gemma":0.01200213,"domain_scores_codex":[0.9917656,0.004513552,0.001151462,0.000482399,0.001704386,0.0003827091],"domain_scores_gemma":[0.9769198,0.01589971,0.003107359,0.0005166869,0.003269267,0.0002871146],"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":[0.0001712766,0.0001070414,0.005341568,0.1673977,0.0002624555,0.0005223305,0.01003512,0.005572077,0.001178109,0.04715108,0.01197486,0.7502865],"study_design_scores_gemma":[0.00009564486,0.0005317266,0.01333454,0.226065,0.001072779,0.0008526531,0.03231707,0.001555468,0.002903172,0.01725281,0.7038819,0.0001372592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02519918,0.8813304,0.03596571,0.006790851,0.001069208,0.001333501,0.0006490924,0.0002165581,0.04744568],"genre_scores_gemma":[0.1921383,0.7481123,0.05400415,0.001003261,0.0002612199,0.001144433,0.0004237202,0.0000620628,0.002850571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007803962,"threshold_uncertainty_score":0.04127181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163503096","doi":"10.1177/19375867211009273","title":"Intensive Care Unit Built Environments: A Comprehensive Literature Review (2005–2020)","year":2021,"lang":"en","type":"review","venue":"HERD Health Environments Research & Design Journal","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":66,"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; Institute for Clinical Evaluative Sciences; Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"CLARITY; Intensive care; Amenity; Pandemic; Sustainability; Medicine; Psychology; Public relations; Political science; Coronavirus disease 2019 (COVID-19); Disease; Intensive care medicine; Ecology; Infectious disease (medical specialty)","authors":[{"name":"Stephen Verderber","is_ca":true},{"name":"Seth Gray","is_ca":true},{"name":"Shivathmikha Suresh-Kumar","is_ca":true},{"name":"Damian Kercz","is_ca":true},{"name":"Christopher S. Parshuram","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4840566415942903,"gpt":0.5587144901922855,"spread":0.07465784859799512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007168358,0.0009188736,0.002095861,0.02571851,0.0008519776,0.002970302,0.001501159,0.001815707,0.003916066],"category_scores_gemma":[0.02098532,0.0008002552,0.00227443,0.02861686,0.0007882313,0.003337783,0.002131762,0.001155216,0.0005104226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005752712,"about_ca_system_score_gemma":0.01917782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545855,"about_ca_topic_score_gemma":0.03899948,"domain_scores_codex":[0.9955929,0.001396784,0.001532584,0.0003335109,0.0008782042,0.000265911],"domain_scores_gemma":[0.9759463,0.01482175,0.003828432,0.0002662424,0.004633258,0.0005039345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001195498,0.00004543452,0.002888418,0.6179007,0.001063622,0.0005007888,0.002128741,0.0002815071,0.0002590099,0.001861318,0.029951,0.343],"study_design_scores_gemma":[0.00002405962,0.0001234526,0.01981429,0.8097312,0.003010515,0.0007492399,0.004275525,0.00009832914,0.0001893786,0.0004017018,0.1615394,0.00004288785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000772822,0.9975434,0.00005644936,0.0006412798,0.0001194463,0.00004050306,0.0003343348,0.000004061366,0.0004875608],"genre_scores_gemma":[0.00701311,0.9913548,0.0004083105,0.000621555,0.00006279776,0.00009391499,0.0003461484,0.000003196224,0.00009627239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02571851,"threshold_uncertainty_score":0.04173905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151632210","doi":"10.1177/193758671000300306","title":"The Effects of Nature Images on Pain in a Simulated Hospital Patient Room","year":2010,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mood; Stressor; Blood pressure; Psychology; Preference; Heart rate; Clinical psychology; Medicine; Internal medicine","authors":[{"name":"Ellen Vincent","is_ca":false},{"name":"Dina Battisto","is_ca":false},{"name":"Larry Grimes","is_ca":false},{"name":"James A. McCubbin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01545342695496355,"gpt":0.3257705405305329,"spread":0.3103171135755694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005519226,0.0003565848,0.000205141,0.0001424726,0.0002331676,0.0003223003,0.0002791489,0.0004034483,0.003843398],"category_scores_gemma":[0.002947513,0.0001522078,0.0003486333,0.00008906878,0.0004133504,0.0002018642,0.000454281,0.0004148744,0.0001374752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001652158,"about_ca_system_score_gemma":0.0001797039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002432326,"about_ca_topic_score_gemma":0.0003606452,"domain_scores_codex":[0.9996383,0.0002059337,0.00002206431,0.00003555987,0.0000597797,0.00003828532],"domain_scores_gemma":[0.9980836,0.001405844,0.0002242659,0.00006492114,0.00006049203,0.0001609261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.1042237,0.03516188,0.05875746,0.002958614,0.0005342878,0.001858899,0.01261202,0.01009811,0.6290097,0.0006993272,0.001128917,0.1429571],"study_design_scores_gemma":[0.003966362,0.4398879,0.4137615,0.0002545537,0.0008294143,0.00194796,0.01062626,0.01089045,0.1132082,0.0005474471,0.003844476,0.0002354683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994331,0.00002843883,0.0002033253,0.00001882185,0.000005787968,0.00004426637,0.00001778316,0.000004771371,0.0002436701],"genre_scores_gemma":[0.9981742,0.00005551416,0.00140435,0.00003637286,0.000007579284,0.0001006174,0.00002381363,0.00000188671,0.0001956028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003843398,"threshold_uncertainty_score":0.01285744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006275385","doi":"10.1177/193758671000300207","title":"Evaluating Building Performance in Healthcare Facilities: An Organizational Perspective","year":2010,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Balanced scorecard; Process management; Process (computing); Performance measurement; Accountability; Conceptual framework; Government (linguistics); Health care; Facility management; Knowledge management; Business; Computer science; Marketing","authors":[{"name":"Claudia Steinke","is_ca":false},{"name":"Lynn R. Webster","is_ca":false},{"name":"Fontaine Marie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2030629371855093,"gpt":0.4892527290172557,"spread":0.2861897918317464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03315683,0.0006187612,0.0004272765,0.00411843,0.003623136,0.008944238,0.001444128,0.00120485,0.002136301],"category_scores_gemma":[0.03658602,0.0002125888,0.0004263474,0.003755412,0.005908741,0.002679542,0.006424175,0.001279193,0.0002399988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0186129,"about_ca_system_score_gemma":0.03576288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03526136,"about_ca_topic_score_gemma":0.0378457,"domain_scores_codex":[0.939539,0.04452692,0.002397016,0.0007909171,0.009339456,0.003406607],"domain_scores_gemma":[0.9490842,0.02492456,0.006187616,0.001493844,0.01426779,0.004042005],"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":[0.0003784315,0.002044481,0.2738258,0.003959885,0.0005165965,0.0006798891,0.05916193,0.02520085,0.003511553,0.1181873,0.008738329,0.5037951],"study_design_scores_gemma":[0.0001859278,0.007072045,0.3931819,0.008284808,0.0007203677,0.001044364,0.3978751,0.0279483,0.01795951,0.05275805,0.09258215,0.0003874712],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7480146,0.006497189,0.09555861,0.02682287,0.0001821063,0.001650512,0.0004025419,0.000191352,0.1206803],"genre_scores_gemma":[0.9816921,0.0008285921,0.01626109,0.0003318792,0.0000247027,0.0001443106,0.00005823858,0.000007808952,0.0006513809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03526136,"threshold_uncertainty_score":0.1753522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963565321","doi":"10.1177/193758670900300106","title":"Consultation Room Design and the Clinical Encounter: The Space and Interaction Randomized Trial","year":2009,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"","keywords":"Medicine; Randomized controlled trial; Patient satisfaction; The Internet; Patient care; Family medicine; Medical emergency; Nursing; Surgery; Computer science; World Wide Web","authors":[{"name":"Julka Almquist","is_ca":false},{"name":"Caroline Kelly","is_ca":false},{"name":"Joyce Bromberg","is_ca":false},{"name":"Sandra C. Bryant","is_ca":false},{"name":"Teresa J. Christianson","is_ca":false},{"name":"Víctor M. Montori","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4960745973682821,"gpt":0.5627006516952351,"spread":0.06662605432695295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01295747,0.001976893,0.004649892,0.001045266,0.001202786,0.001910462,0.002006656,0.005073228,0.0178016],"category_scores_gemma":[0.03884949,0.001038544,0.002716181,0.001050655,0.002550135,0.002521374,0.001824217,0.004236714,0.001266446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002117818,"about_ca_system_score_gemma":0.003091536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298631,"about_ca_topic_score_gemma":0.001401597,"domain_scores_codex":[0.9598874,0.03446389,0.001613999,0.001732031,0.00120063,0.00110203],"domain_scores_gemma":[0.9598236,0.0308906,0.004339217,0.00156609,0.001030044,0.00235043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9785929,0.006381093,0.0005199604,0.001023039,0.0005550316,0.00003022463,0.0001706645,0.0003609418,0.0002898015,0.0004909827,0.0003886832,0.0111967],"study_design_scores_gemma":[0.8828437,0.1111501,0.00123961,0.0002209947,0.0008858709,0.00002875814,0.0001422634,0.001223835,0.0002334922,0.0008858962,0.001104688,0.00004080481],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9401113,0.009108808,0.007537569,0.002310797,0.002948632,0.02970126,0.0007783645,0.0004218969,0.0070813],"genre_scores_gemma":[0.918933,0.001785056,0.01397039,0.001274272,0.001209366,0.05823573,0.0002419602,0.00005406983,0.004296148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0178016,"threshold_uncertainty_score":0.06852645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2277037444","doi":"10.1177/1937586715605779","title":"Evaluating Intention and Effect","year":2015,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University; Contango Strategies (Canada); Bridgepoint Active Healthcare; Toronto Metropolitan University; CARE Canada","funders":"","keywords":"Psychology; Evidence-based design; Computer science; Health care; Knowledge management; Political science","authors":[{"name":"Celeste Alvaro","is_ca":true},{"name":"Andrea Wilkinson","is_ca":true},{"name":"Sara N. Gallant","is_ca":true},{"name":"Deyan Kostovski","is_ca":true},{"name":"Paula Gardner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3888721380275002,"gpt":0.4973825241402778,"spread":0.1085103861127776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1092339,0.002602243,0.003047819,0.00361209,0.001256932,0.004323971,0.002375808,0.002816126,0.02984937],"category_scores_gemma":[0.2504036,0.0008545626,0.008493539,0.002614907,0.003203476,0.005116687,0.003288908,0.003948637,0.003307956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002623558,"about_ca_system_score_gemma":0.003663157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001721926,"about_ca_topic_score_gemma":0.0010705,"domain_scores_codex":[0.868096,0.08441547,0.01254052,0.01447276,0.01798283,0.00249245],"domain_scores_gemma":[0.5542042,0.3983088,0.01839895,0.015409,0.01148286,0.002196126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02570414,0.01062785,0.4751007,0.009510359,0.01600168,0.0003778871,0.009088208,0.007549045,0.001525646,0.05367442,0.01675579,0.3740844],"study_design_scores_gemma":[0.01015161,0.04930101,0.6473683,0.00823359,0.02018493,0.0004910837,0.008468481,0.0496627,0.01083491,0.1162614,0.07803915,0.001002865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6141459,0.005227264,0.1636781,0.004181781,0.005538211,0.0474137,0.01847886,0.00142262,0.1399137],"genre_scores_gemma":[0.8682766,0.0006620568,0.06284941,0.001150673,0.0003807755,0.05781582,0.002699262,0.0003942591,0.005771089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092339,"threshold_uncertainty_score":0.577691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993358672","doi":"10.1177/193758671300600305","title":"The Design and Testing of Interactive Hospital Spaces to Meet the Needs of Waiting Children","year":2013,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":42,"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","funders":"","keywords":"Distraction; Interactive media; Interactive design; Participatory design; Test (biology); Space (punctuation); Citizen journalism; Health care; Psychology; Anxiety; Focus group; Multimedia; Nursing; Applied psychology; Medicine; Computer science; Sociology; Operations management; Human–computer interaction; Engineering; Psychiatry","authors":[{"name":"Elaine Biddiss","is_ca":true},{"name":"Amy C. McPherson","is_ca":false},{"name":"Geoffrey Shea","is_ca":false},{"name":"Patricia McKeever","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2083245345887927,"gpt":0.436931884378184,"spread":0.2286073497893913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003240537,0.0006150235,0.0001839792,0.0004962597,0.0007823752,0.001302453,0.001381114,0.0007073618,0.002420043],"category_scores_gemma":[0.009351409,0.0002802978,0.0004208985,0.0002126115,0.001111466,0.0009864743,0.001539908,0.000436829,0.0002119448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009028728,"about_ca_system_score_gemma":0.001183219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007865293,"about_ca_topic_score_gemma":0.001216123,"domain_scores_codex":[0.9967975,0.002239938,0.0001546578,0.0001734182,0.0003771713,0.0002573417],"domain_scores_gemma":[0.9945852,0.003802496,0.000391912,0.0003093823,0.0005060055,0.0004050981],"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":[0.004879327,0.006964521,0.09335069,0.005755566,0.000214063,0.005601067,0.2082221,0.04456354,0.2174048,0.02223714,0.005439554,0.3853675],"study_design_scores_gemma":[0.002211598,0.04939107,0.1726331,0.002838264,0.0008538363,0.006778612,0.1893177,0.1139496,0.2527846,0.008875367,0.1997818,0.0005844717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443105,0.0001152146,0.04953675,0.000174057,0.00003075912,0.0008800547,0.00007842941,0.000278731,0.004595493],"genre_scores_gemma":[0.8898125,0.000132161,0.1072367,0.00005742902,0.000009488244,0.0008310527,0.00008815197,0.00005407474,0.001778478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003240537,"threshold_uncertainty_score":0.01713783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2953034069","doi":"10.1177/1937586719855336","title":"Layout Planning in Healthcare Facilities: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"HERD Health Environments Research & Design Journal","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Variety (cybernetics); Health care; Limiting; Systematic review; Computer science; Subject (documents); Management science; Process management; Risk analysis (engineering); MEDLINE; Business; Engineering; World Wide Web","authors":[{"name":"Guilherme Brittes Benitez","is_ca":false},{"name":"Giovani J.C. da Silveira","is_ca":true},{"name":"Flávio S. Fogliatto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.482843498327522,"gpt":0.5520637114149174,"spread":0.06922021308739534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01266354,0.002011651,0.006248091,0.01664769,0.001057312,0.003344874,0.002328907,0.002440693,0.005061048],"category_scores_gemma":[0.06297576,0.001492355,0.006722082,0.01666069,0.001031659,0.003872484,0.001814889,0.001358177,0.0005522828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004929785,"about_ca_system_score_gemma":0.02174863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009661119,"about_ca_topic_score_gemma":0.03243846,"domain_scores_codex":[0.9836141,0.006713542,0.004949963,0.001037873,0.003257919,0.0004266296],"domain_scores_gemma":[0.9472289,0.03808865,0.007776021,0.0008646757,0.005508626,0.0005331789],"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":[0.0001057011,0.00002726573,0.0007807575,0.9315484,0.003638649,0.0001786458,0.0003814459,0.0001591238,0.0001188629,0.0002909091,0.002335336,0.06043492],"study_design_scores_gemma":[0.0001429413,0.0002495214,0.002894055,0.9465132,0.02335901,0.0006224335,0.0008753334,0.0001060124,0.0001906499,0.0003403431,0.02465488,0.0000515636],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001107782,0.9967715,0.0004168366,0.0002815624,0.0001546261,0.0005671181,0.0003109065,0.00001143739,0.0003781058],"genre_scores_gemma":[0.0125143,0.9842358,0.001646891,0.0003927264,0.00008809136,0.0007866124,0.000207411,0.000006695622,0.000121508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01664769,"threshold_uncertainty_score":0.06697196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148874479","doi":"10.1177/193758671400700205","title":"Challenging Research: Completing Participatory Social Research with Children and Adolescents in a Hospital Setting","year":2014,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bishop's University","funders":"","keywords":"Participatory action research; Citizen journalism; Psychology; Community-based participatory research; Medical education; Nursing; Medicine; Sociology; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3372610408211033,"gpt":0.4824645760996357,"spread":0.1452035352785325,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.326232,0.001131276,0.001483129,0.002030612,0.02799122,0.01960069,0.005972155,0.006606819,0.00272544],"category_scores_gemma":[0.1771676,0.001538196,0.001967481,0.002202638,0.04299231,0.01564456,0.02852824,0.01103716,0.0004296315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01144536,"about_ca_system_score_gemma":0.03600078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004007239,"about_ca_topic_score_gemma":0.009599932,"domain_scores_codex":[0.4762817,0.5019187,0.005677918,0.004536533,0.005771274,0.005813912],"domain_scores_gemma":[0.7025422,0.249452,0.01386571,0.01102959,0.01111684,0.01199365],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003561515,0.0001083202,0.002786278,0.0005568468,0.00002937832,0.0007671873,0.9698356,0.0001320106,0.0003988881,0.01307649,0.0009808578,0.01129248],"study_design_scores_gemma":[0.00004926678,0.0002851137,0.001643714,0.001481438,0.00003267045,0.0006558982,0.9472841,0.000187661,0.0005550314,0.008210073,0.03957496,0.00004001119],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6318068,0.007564354,0.1188808,0.1966487,0.001606773,0.01102058,0.0002382461,0.0001790844,0.03205469],"genre_scores_gemma":[0.9134862,0.004192057,0.06171809,0.008968147,0.0003179483,0.009090886,0.00005759274,0.00006412887,0.002105003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.326232,"threshold_uncertainty_score":0.8308759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088479562","doi":"10.1177/1937586720959074","title":"A User-Centered Approach to Evaluating Wayfinding Systems in Healthcare","year":2020,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Signage; Usability; Computer science; Process (computing); Health care; Human–computer interaction","authors":[{"name":"Katherine Bubric","is_ca":true},{"name":"Gill Harvey","is_ca":true},{"name":"Tiffany Pitamber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3761244569764841,"gpt":0.4290856107967542,"spread":0.05296115382027017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06347621,0.001489921,0.001042138,0.005695701,0.002463795,0.006531881,0.002057323,0.001619525,0.004103722],"category_scores_gemma":[0.08253997,0.0007366331,0.001571329,0.00230346,0.003605199,0.003431114,0.003633229,0.001684667,0.0007143823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003576987,"about_ca_system_score_gemma":0.005957637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123637,"about_ca_topic_score_gemma":0.002707633,"domain_scores_codex":[0.8712603,0.1080203,0.005197677,0.003050677,0.01141682,0.001054096],"domain_scores_gemma":[0.8901632,0.06987511,0.006992256,0.006873349,0.02472362,0.001372461],"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":[0.001707952,0.005365332,0.04744722,0.006871575,0.0005579629,0.0005311517,0.1706402,0.008443964,0.04173679,0.05041488,0.00525745,0.6610256],"study_design_scores_gemma":[0.003252631,0.04839287,0.1580222,0.01163124,0.001722382,0.002301015,0.2504203,0.0840736,0.1576914,0.09542254,0.1853568,0.001713155],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3250852,0.000688169,0.6176929,0.001245052,0.0001623772,0.01689419,0.0004336103,0.001119896,0.03667856],"genre_scores_gemma":[0.3436977,0.0001953721,0.6402698,0.0002788102,0.00002654043,0.01324249,0.0001258982,0.00009807562,0.002065268],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06347621,"threshold_uncertainty_score":0.3356984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2902174718","doi":"10.1177/1937586718810859","title":"Accessing Green Spaces Within a Healthcare Setting: A Mixed Studies Review of Barriers and Facilitators","year":2018,"lang":"en","type":"review","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University","keywords":"Inclusion (mineral); Promotion (chess); Health care; Lawn; Qualitative research; Public relations; Psychology; Nursing; Business; Medicine; Sociology; Ecology; Political science; Social psychology; Social science","authors":[{"name":"Rona Weerasuriya","is_ca":false},{"name":"Claire Henderson‐Wilson","is_ca":false},{"name":"Mardie Townsend","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3005088506780952,"gpt":0.4867967908894147,"spread":0.1862879402113195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01164654,0.001267455,0.003785341,0.008567216,0.001033954,0.004000403,0.001491643,0.001799775,0.003756477],"category_scores_gemma":[0.03939288,0.0009374142,0.004229346,0.0105546,0.0009606183,0.00364634,0.002290709,0.001540064,0.0004498286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003191671,"about_ca_system_score_gemma":0.01337895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005530471,"about_ca_topic_score_gemma":0.01558021,"domain_scores_codex":[0.9901383,0.004636871,0.002684565,0.0006265459,0.001592807,0.0003208451],"domain_scores_gemma":[0.9614903,0.03211311,0.002837673,0.0004894328,0.002655663,0.0004136231],"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":[0.0001335622,0.00007229187,0.001025703,0.7107045,0.002896999,0.0002091344,0.002560213,0.0001521204,0.0003310652,0.002023089,0.002905059,0.2769862],"study_design_scores_gemma":[0.00006853815,0.0003854034,0.00500351,0.845425,0.01516891,0.0008694134,0.004555969,0.00007570039,0.0004884349,0.001437167,0.1264539,0.00006807174],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007653701,0.997915,0.000257671,0.0003336534,0.00009416565,0.0001054336,0.00005035304,0.000003440743,0.0004748795],"genre_scores_gemma":[0.006418684,0.9920068,0.0007857435,0.0003598948,0.00004915123,0.0002140271,0.00005566553,0.000003886579,0.0001061397],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01164654,"threshold_uncertainty_score":0.06159353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200282385","doi":"10.1177/19375867211067542","title":"Music in Waiting Rooms: A Literature Review","year":2021,"lang":"en","type":"review","venue":"HERD Health Environments Research & Design Journal","topic":"Music Therapy and Health","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Visual arts; Computer science; Art","authors":[{"name":"J. Lai","is_ca":true},{"name":"Noel Amaladoss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5282323728636713,"gpt":0.5757391665400061,"spread":0.04750679367633481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001204172,0.001087959,0.002215584,0.006664103,0.0005748791,0.001650111,0.00146077,0.001666214,0.006284906],"category_scores_gemma":[0.004986434,0.0004742056,0.001707358,0.00634167,0.0006386969,0.001966592,0.0008961897,0.001041309,0.0007798208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052712,"about_ca_system_score_gemma":0.00377902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003356416,"about_ca_topic_score_gemma":0.006266291,"domain_scores_codex":[0.9991875,0.0001839519,0.0002693338,0.0001080171,0.0002056879,0.00004546898],"domain_scores_gemma":[0.9955752,0.0032852,0.000592957,0.00005124097,0.0003971237,0.00009829548],"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":[0.0001498627,0.00007084126,0.000589705,0.4099994,0.000600933,0.0003526405,0.0003680302,0.0001836333,0.0002935969,0.001147744,0.01367729,0.5725664],"study_design_scores_gemma":[0.00009588288,0.0003051237,0.008427429,0.624497,0.005802652,0.004569,0.00119847,0.0001571337,0.0003578782,0.001937814,0.3525707,0.00008092557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001612615,0.9993041,0.00003812058,0.0001258688,0.00008958975,0.00001005165,0.00002415356,0.000002595757,0.0002443318],"genre_scores_gemma":[0.001075404,0.9985246,0.0001019472,0.0001151375,0.00007936583,0.00001295036,0.00002509016,0.000001001264,0.00006446177],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006664103,"threshold_uncertainty_score":0.02102506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391352993","doi":"10.1177/19375867231221559","title":"The Influence of Exposure to Nature on Inpatient Hospital Stays: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Public Health Ontario; University of Toronto","funders":"","keywords":"Natural (archaeology); Anxiety; Therapeutic window; Psychology; Narrative; Health care; Thematic analysis; Window (computing); Medicine; Applied psychology; Qualitative research; Computer science; History; Psychiatry; Sociology; Art","authors":[{"name":"Keegan Guidolin","is_ca":true},{"name":"Flora Jung","is_ca":true},{"name":"Sarah B. Hunter","is_ca":true},{"name":"Han Yan","is_ca":true},{"name":"Marina Englesakis","is_ca":true},{"name":"Stephen Verderber","is_ca":true},{"name":"Sami A. Chadi","is_ca":true},{"name":"Fayez A. Quereshy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1290610488161233,"gpt":0.4654481600226036,"spread":0.3363871112064803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005659194,0.0008564187,0.002699979,0.0100894,0.000871965,0.003461905,0.001357909,0.002022578,0.003839522],"category_scores_gemma":[0.04564335,0.0007491144,0.003344935,0.01222714,0.001226877,0.002082205,0.001628435,0.001133864,0.0003632864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002897545,"about_ca_system_score_gemma":0.008583777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007902161,"about_ca_topic_score_gemma":0.01288749,"domain_scores_codex":[0.9935716,0.002167768,0.002274861,0.000543435,0.00122482,0.0002175809],"domain_scores_gemma":[0.9383919,0.05108805,0.006172886,0.0005431577,0.003419345,0.000384606],"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":[0.0002194586,0.00007868147,0.004180736,0.7665007,0.002551811,0.0003785592,0.002514684,0.0002019179,0.0002043308,0.0008687763,0.003703722,0.2185966],"study_design_scores_gemma":[0.00002815561,0.0001723629,0.01427139,0.9362884,0.00873259,0.0007647065,0.003428394,0.00006104849,0.0002425815,0.0003716369,0.03559006,0.00004877945],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003060692,0.9951734,0.0001005242,0.0003488481,0.0001677504,0.00008365905,0.0001745686,0.000004316907,0.0008863253],"genre_scores_gemma":[0.01988189,0.9791132,0.0002160122,0.0002935861,0.0001141684,0.0001542956,0.0001313107,0.00000442715,0.00009112786],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0100894,"threshold_uncertainty_score":0.02992904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285394076","doi":"10.1177/19375867221111530","title":"Hospital Outdoor Spaces as Respite Areas for Healthcare Staff During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":25,"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":"Respite care; Pandemic; Health care; Anxiety; Distress; Burnout; Nursing; Coping (psychology); Mental health; Government (linguistics); Psychology; Medicine; Coronavirus disease 2019 (COVID-19); Psychiatry; Political science; Clinical psychology; Disease; Infectious disease (medical specialty)","authors":[{"name":"Saad Arslan Iqbal","is_ca":true},{"name":"Ismaila Rimi Abubakar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1603678454928997,"gpt":0.4138253041544599,"spread":0.2534574586615602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001290599,0.0003151011,0.0002700409,0.0004491427,0.003088457,0.002103932,0.0008141296,0.0009810994,0.006618697],"category_scores_gemma":[0.003482481,0.0002153798,0.0004798511,0.0003856011,0.0009380012,0.00119108,0.003904346,0.0006047644,0.0007382913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253937,"about_ca_system_score_gemma":0.002368714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003353729,"about_ca_topic_score_gemma":0.01545889,"domain_scores_codex":[0.9976287,0.001489343,0.00007702065,0.00009798266,0.0001580506,0.0005488631],"domain_scores_gemma":[0.9982089,0.0003335359,0.0002971598,0.00008859712,0.0001929831,0.0008788909],"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":[0.002346972,0.001507779,0.3396626,0.004258392,0.0002615837,0.007326452,0.1062042,0.002353212,0.01047335,0.006195995,0.0495881,0.4698213],"study_design_scores_gemma":[0.00007780967,0.002521496,0.3175588,0.002252769,0.0001602185,0.001580073,0.5832813,0.0008159463,0.002014254,0.003379253,0.08622362,0.0001344897],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690859,0.002435806,0.00161031,0.005978882,0.0004581338,0.0001318342,0.0003924299,0.00009541278,0.01981131],"genre_scores_gemma":[0.9940732,0.001106279,0.001827187,0.0005202697,0.00009550411,0.00007669274,0.0001238837,0.00001853181,0.002158507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006618697,"threshold_uncertainty_score":0.02214181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200398141","doi":"10.1177/19375867211065178","title":"The Impact of Restrictive Family Presence Policies in Response to COVID-19 on Family Integrated Care in the NICU: A Qualitative Study","year":2021,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Qualitative research; Medicine; Virology; Sociology","authors":[{"name":"Holly McCulloch","is_ca":true},{"name":"Marsha Campbell‐Yeo","is_ca":true},{"name":"Brianna Hughes","is_ca":true},{"name":"Justine Dol","is_ca":true},{"name":"Amos Hundert","is_ca":true},{"name":"Jon Dorling","is_ca":true},{"name":"Leah Whitehead","is_ca":true},{"name":"Gail MacRae","is_ca":true},{"name":"Tanya Bishop","is_ca":true},{"name":"Jehier Afifi","is_ca":true},{"name":"Rebecca Earle","is_ca":true},{"name":"Annette Elliott Rose","is_ca":true},{"name":"Sarah Foye","is_ca":true},{"name":"Darlene Inglis","is_ca":true},{"name":"Theresa Kim","is_ca":true},{"name":"Carye Leighton","is_ca":true},{"name":"Andrea Melanson","is_ca":true},{"name":"David C. Simpson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2091653862453763,"gpt":0.525959574525455,"spread":0.3167941882800788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01333682,0.0004562939,0.0005899871,0.001326979,0.008791379,0.002873055,0.001622845,0.001468492,0.00325932],"category_scores_gemma":[0.0193062,0.000477032,0.0004034638,0.001264951,0.007457173,0.003148934,0.004962292,0.002095998,0.000267702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007330596,"about_ca_system_score_gemma":0.007727593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01484487,"about_ca_topic_score_gemma":0.0215113,"domain_scores_codex":[0.989329,0.008286499,0.0002605896,0.0003906398,0.0005401272,0.001193073],"domain_scores_gemma":[0.9811838,0.014574,0.001128676,0.0003842834,0.001312408,0.001416852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002615627,0.00003145038,0.002826065,0.0002040613,0.000004072344,0.001091627,0.9901822,0.00004094454,0.0004447403,0.0009603921,0.0004559381,0.003732381],"study_design_scores_gemma":[0.000001843622,0.0000300139,0.001112564,0.0002002176,0.000002293666,0.000202071,0.9940544,0.00004009273,0.000171873,0.0001421076,0.004036062,0.000006580326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864504,0.0007641516,0.002611857,0.002859335,0.00008739148,0.0003971238,0.0003058757,0.00002122957,0.006502626],"genre_scores_gemma":[0.9930016,0.00110147,0.001507561,0.0008950212,0.00002558414,0.0005993393,0.00009060483,0.00002418919,0.0027546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01484487,"threshold_uncertainty_score":0.07053268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000682736","doi":"10.1177/1937586714565611","title":"Assessing the Physical Service Setting","year":2015,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Service (business); Service delivery framework; Service level objective; Service design; Service quality; Reliability (semiconductor); Servicescape; Quality (philosophy); Process management; Business; Marketing; Applied psychology; Psychology","authors":[{"name":"Claudia Steinke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3175150734941803,"gpt":0.4494983886586515,"spread":0.1319833151644712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002346748,0.0003573178,0.0002849591,0.001149209,0.0009451228,0.001079529,0.0005009792,0.0003449326,0.005822154],"category_scores_gemma":[0.008434222,0.0001692341,0.0003687527,0.000778957,0.0005889564,0.0005129789,0.001962834,0.000624709,0.0007870395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638425,"about_ca_system_score_gemma":0.003381672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009131525,"about_ca_topic_score_gemma":0.01770161,"domain_scores_codex":[0.997484,0.0008491672,0.0002510186,0.0001187609,0.0009405621,0.0003564827],"domain_scores_gemma":[0.9939028,0.0007182463,0.001481033,0.0001700601,0.002148271,0.001579591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002383698,0.0007525724,0.8687952,0.0009298724,0.00007392181,0.0002826851,0.007281664,0.0006703831,0.003920699,0.0006677679,0.003312727,0.1130742],"study_design_scores_gemma":[0.00002340765,0.0008980911,0.9767617,0.0002329433,0.0000223634,0.0002897266,0.0113102,0.0004662571,0.0007749937,0.000245013,0.008945958,0.00002926327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760971,0.0003010291,0.003268098,0.0005557404,0.00005949419,0.0008332816,0.0008465521,0.00006026201,0.01797855],"genre_scores_gemma":[0.9927309,0.0002626896,0.004795158,0.000121682,0.00001694508,0.0003620041,0.0004140165,0.000007616472,0.001288984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009131525,"threshold_uncertainty_score":0.01947701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950480278","doi":"10.1177/1937586719855777","title":"Simulation-Based Mock-Up Evaluation of a Universal Operating Room","year":2019,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Vancouver Coastal Health; University of Calgary","funders":"","keywords":"Debriefing; Process (computing); Patient safety; Health care; Workflow; Scope (computer science); Computer science; Workstation; Doors; Medical emergency; Medicine; Operations management; Engineering; Medical education","authors":[{"name":"Jonas Shultz","is_ca":true},{"name":"David Borkenhagen","is_ca":true},{"name":"Emily Rose","is_ca":true},{"name":"Brendan Gribbons","is_ca":true},{"name":"Hannah Rusak-Gillrie","is_ca":true},{"name":"Shelly Fleck","is_ca":true},{"name":"Allison Muniak","is_ca":true},{"name":"John E. Filer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3758741591082397,"gpt":0.5478037916401668,"spread":0.1719296325319271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007686589,0.0009816352,0.0005095655,0.0007522535,0.001030302,0.001198258,0.001573862,0.00108767,0.003540186],"category_scores_gemma":[0.01902032,0.0006205793,0.0009667409,0.0003098132,0.000952047,0.0007212971,0.001327595,0.0007081321,0.000390299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002056753,"about_ca_system_score_gemma":0.002695551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522787,"about_ca_topic_score_gemma":0.004846141,"domain_scores_codex":[0.9954973,0.003192816,0.0002880742,0.000226254,0.0004684051,0.0003272428],"domain_scores_gemma":[0.9866906,0.008201744,0.0006818125,0.001110694,0.002231835,0.001083165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01632004,0.04433801,0.05078692,0.002797088,0.0004037488,0.002372539,0.02786334,0.5596941,0.07129413,0.008906055,0.007742546,0.2074815],"study_design_scores_gemma":[0.005774711,0.1453933,0.07262333,0.001207367,0.0006335037,0.001224317,0.02112995,0.6270472,0.07902491,0.007055521,0.03781947,0.001066489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776006,0.00006559319,0.01632323,0.00009811403,0.00004302297,0.002592128,0.0001797201,0.0001433339,0.002954302],"genre_scores_gemma":[0.9492597,0.00008771549,0.04694776,0.00004758664,0.00001057962,0.00173488,0.0002104422,0.00002288152,0.001678455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007686589,"threshold_uncertainty_score":0.04065102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944547949","doi":"10.1177/1937586719846586","title":"Goals, Recommendations, and the How-To Strategies for Developing and Facilitating Patient Safety and System Integration Simulations","year":2019,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Saskatchewan Health Quality Council; Alberta Health Services","funders":"","keywords":"Debriefing; Workflow; Process management; Process (computing); Delphi method; Knowledge management; Patient safety; Quality (philosophy); Computer science; Delphi; Stakeholder; Health care; Engineering; Medicine; Medical education","authors":[{"name":"Mirette Dubé","is_ca":true},{"name":"Jonas Shultz","is_ca":true},{"name":"Sue Barnes","is_ca":true},{"name":"Bobbi Pascal","is_ca":true},{"name":"Alyshah Kaba","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.157869026887114,"gpt":0.4435031545435317,"spread":0.2856341276564177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09695125,0.003149329,0.0009350815,0.004751234,0.005559262,0.01398538,0.005155364,0.008971551,0.006753617],"category_scores_gemma":[0.1208987,0.001414852,0.001996556,0.002566091,0.006085602,0.01462106,0.01148234,0.009141989,0.004250898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009519104,"about_ca_system_score_gemma":0.04347793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006231253,"about_ca_topic_score_gemma":0.0101894,"domain_scores_codex":[0.8802779,0.09578956,0.006396247,0.002258994,0.0118764,0.00340097],"domain_scores_gemma":[0.9005529,0.04763959,0.005817518,0.005544865,0.0298608,0.01058428],"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":[0.0002459771,0.001597268,0.0104653,0.01261668,0.0002165571,0.001124463,0.056855,0.01069608,0.003224609,0.1565966,0.1368135,0.6095479],"study_design_scores_gemma":[0.0003033319,0.001137762,0.006303211,0.03992394,0.0002688702,0.001206875,0.1190861,0.01907364,0.005403501,0.1968916,0.609852,0.0005491115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02848368,0.009741674,0.3770776,0.4503698,0.003144146,0.01616124,0.0006855432,0.003286099,0.1110502],"genre_scores_gemma":[0.1171033,0.0102957,0.8361642,0.01639175,0.0002940929,0.01011522,0.0006851864,0.0003032621,0.008647249],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.09695125,"threshold_uncertainty_score":0.5127333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947524783","doi":"10.1177/1937586719845118","title":"The Conceptualization of the Natural Environment in Healthcare Facilities: A Scoping Review","year":2019,"lang":"en","type":"review","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":19,"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":"Landscape Architecture Foundation","keywords":"CINAHL; Conceptualization; PsycINFO; Health care; MEDLINE; Psychology; Applied psychology; Medicine; Nursing; Computer science; Psychological intervention; Political science","authors":[{"name":"Peggy Chi","is_ca":true},{"name":"Jennifer Gutberg","is_ca":true},{"name":"Whitney Berta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2824480994397678,"gpt":0.4641020771966861,"spread":0.1816539777569183,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01465279,0.001303913,0.002376148,0.01909748,0.002466641,0.009162148,0.002826994,0.004593183,0.003610518],"category_scores_gemma":[0.04126137,0.001020565,0.002926807,0.02393858,0.007632005,0.01171748,0.004342698,0.003453369,0.0004329172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01150105,"about_ca_system_score_gemma":0.02463936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01621979,"about_ca_topic_score_gemma":0.01726836,"domain_scores_codex":[0.9855868,0.007959047,0.002588751,0.000896236,0.002496132,0.0004730026],"domain_scores_gemma":[0.9513797,0.04079798,0.003291912,0.0006284503,0.00353115,0.0003708437],"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":[0.0001147631,0.0001124348,0.003046894,0.4265197,0.000941435,0.0008061661,0.02946371,0.001585769,0.0003475998,0.1052234,0.0158537,0.4159844],"study_design_scores_gemma":[0.00001716568,0.0000716648,0.003761058,0.7987677,0.0008480379,0.000778748,0.02460891,0.0002638401,0.000172611,0.01052779,0.1601084,0.00007407088],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001386595,0.9909667,0.001001627,0.002300459,0.0003194964,0.0001099716,0.00007144556,0.000004605239,0.003839006],"genre_scores_gemma":[0.02526831,0.9709684,0.001830918,0.001147124,0.0001358999,0.0003291368,0.0001013512,0.000006533869,0.0002121793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01909748,"threshold_uncertainty_score":0.08344632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027789456","doi":"10.1177/193758670900200408","title":"Incentivizing the Daylit Hospital: The Green Guide for Health Care Approach","year":2009,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Daylight; Daylighting; Health care; Work (physics); Incentive; Architectural engineering; Process (computing); Evidence-based design; Efficient energy use; Environmental design; Sustainable design; Business; Process management; Engineering; Computer science; Political science; Sustainability; Economics; Civil engineering","authors":[{"name":"Ray Pradinuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1017938054635827,"gpt":0.3978096889744677,"spread":0.296015883510885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007644738,0.0008467723,0.0004637409,0.001164711,0.001931937,0.003994256,0.002780935,0.006274012,0.01558537],"category_scores_gemma":[0.0108445,0.0006162399,0.0006599548,0.0009619119,0.002012758,0.002841756,0.005492233,0.00575691,0.006455304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005357017,"about_ca_system_score_gemma":0.01881693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060773,"about_ca_topic_score_gemma":0.03335877,"domain_scores_codex":[0.9925423,0.003905036,0.0004076874,0.0003153005,0.002238417,0.0005913238],"domain_scores_gemma":[0.9921108,0.002589953,0.000436264,0.0004716288,0.001875594,0.002515679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004167693,0.0004549906,0.001361271,0.0002560544,0.0000147861,0.0002385977,0.001652638,0.001159592,0.0004216908,0.03078496,0.7592133,0.2044005],"study_design_scores_gemma":[0.00005668731,0.0001894131,0.003192679,0.0005413032,0.000008812176,0.0002335694,0.001743537,0.0009957023,0.0003050866,0.02781194,0.9648596,0.00006151255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007847509,0.005408054,0.1521702,0.5675414,0.004654389,0.003570359,0.001325849,0.004146495,0.2533358],"genre_scores_gemma":[0.108479,0.01320907,0.536338,0.1819143,0.001869308,0.007794418,0.001045755,0.0009095065,0.1484407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01558537,"threshold_uncertainty_score":0.05213821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362658212","doi":"10.1177/19375867231161097","title":"Designing a Child-, Family-, and Healthcare Provider–Centered Procedure Room in a Tertiary Care Children’s Hospital","year":2023,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"SAFER; Distraction; Psychological intervention; Health care; Multidisciplinary approach; Anxiety; Space (punctuation); Psychology; Nursing; Medicine; Medical emergency; Applied psychology; Computer science; Psychiatry","authors":[{"name":"Sasha Litwin","is_ca":true},{"name":"Lindsay Clarke","is_ca":true},{"name":"Jocelyne Copeland","is_ca":true},{"name":"Jennifer Tyrrell","is_ca":true},{"name":"Caleb Tait","is_ca":true},{"name":"Vina Mohabir","is_ca":true},{"name":"Fiona Campbell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0509062835059888,"gpt":0.3633770779896263,"spread":0.3124707944836375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006701546,0.0006012325,0.0002835715,0.0007449655,0.002776462,0.002361207,0.002743499,0.001213747,0.005697241],"category_scores_gemma":[0.007148953,0.000518691,0.001332595,0.0004749817,0.001946479,0.001998086,0.003307491,0.001109376,0.0006472058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00502626,"about_ca_system_score_gemma":0.00873805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005037973,"about_ca_topic_score_gemma":0.01138675,"domain_scores_codex":[0.99497,0.003061587,0.0003120532,0.0003855901,0.000523023,0.0007476898],"domain_scores_gemma":[0.9940824,0.002153229,0.0007037965,0.0005006823,0.0007214436,0.001838479],"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":[0.00375933,0.007343286,0.1579635,0.01494215,0.0006380417,0.01830097,0.2166251,0.02883573,0.06853412,0.01846479,0.02857441,0.4360185],"study_design_scores_gemma":[0.001615797,0.02341579,0.2237839,0.004941975,0.001220483,0.01525598,0.3340106,0.0180199,0.05339177,0.004336522,0.3188857,0.001121533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933958,0.001291265,0.0471896,0.001957138,0.0002712971,0.003543723,0.000611624,0.0005897478,0.01058762],"genre_scores_gemma":[0.8321023,0.000852565,0.1617095,0.0004155574,0.00003403288,0.001662607,0.0003184724,0.00009346943,0.002811471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006701546,"threshold_uncertainty_score":0.03646827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2198339645","doi":"10.1177/1937586715573745","title":"Demonstrating the Effect of the Built Environment on Staff Health-Related Quality of Life in Ambulatory Care Environments","year":2015,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Center for the Built Environment","keywords":"Medicine; Observational study; Scale (ratio); Mental health; Quarter (Canadian coin); Nursing; Productivity; Gerontology; Psychiatry","authors":[{"name":"Deborah Wingler","is_ca":false},{"name":"Richard D. Hector","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1904983326303473,"gpt":0.4226188032861564,"spread":0.232120470655809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00231955,0.0002412284,0.0002035143,0.0004235525,0.0003786935,0.0005109325,0.0002960172,0.0002920125,0.001490939],"category_scores_gemma":[0.008091832,0.0001185292,0.0004648194,0.0003114016,0.0003477636,0.0004417435,0.001048836,0.0003495087,0.0001216594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004784208,"about_ca_system_score_gemma":0.0007610741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004334201,"about_ca_topic_score_gemma":0.01100716,"domain_scores_codex":[0.9983791,0.0007833224,0.00008388708,0.0001005664,0.0004139614,0.000239138],"domain_scores_gemma":[0.9950269,0.001657952,0.001593437,0.0002046848,0.0008318327,0.0006851451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003686242,0.0007440465,0.9589499,0.0002286475,0.0001594989,0.00009461178,0.001351912,0.0003217348,0.002935285,0.00004321187,0.000440237,0.03436223],"study_design_scores_gemma":[0.000003926883,0.0008796887,0.9979685,0.0000214107,0.0000157816,0.0000250362,0.0005088058,0.0001146884,0.0002904224,0.00001532919,0.0001529928,0.000003360087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987576,0.0001591905,0.0002645791,0.0001261301,0.000005418151,0.00001761397,0.00009279208,0.000004297583,0.0005722818],"genre_scores_gemma":[0.9992129,0.00009646677,0.0004957395,0.0000423762,0.000007114163,0.00001796532,0.00005780485,0.000001265531,0.00006831561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004334201,"threshold_uncertainty_score":0.01226705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205613151","doi":"10.1177/19375867211045403","title":"Hospital Outdoor Spaces: User Experience and Implications for Design","year":2021,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"West Park Healthcare Centre","funders":"","keywords":"Space (punctuation); Perspective (graphical); Thematic analysis; Focus group; Outdoor activity; Evidence-based design; Health care; Psychology; Nursing; Medicine; Qualitative research; Computer science; Physical activity; Sociology; Physical therapy; Alternative medicine","authors":[{"name":"Victrine Tseung","is_ca":true},{"name":"Lee Verweel","is_ca":true},{"name":"Martha Harvey","is_ca":true},{"name":"Tim Pauley","is_ca":true},{"name":"Jan Walker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1764839903120156,"gpt":0.4166413482971471,"spread":0.2401573579851315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006862572,0.0003260439,0.0002353633,0.0004799938,0.001919737,0.00368441,0.0006906264,0.0007060246,0.005153689],"category_scores_gemma":[0.01146831,0.0002058574,0.0004724514,0.0005636155,0.002522613,0.001913428,0.002979694,0.0006101737,0.0005011418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108715,"about_ca_system_score_gemma":0.001046522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001125797,"about_ca_topic_score_gemma":0.001430821,"domain_scores_codex":[0.9906399,0.007674625,0.0003109204,0.0002496296,0.0005923455,0.0005325797],"domain_scores_gemma":[0.9916195,0.006035154,0.0005717237,0.0004241018,0.0006362349,0.0007134196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007034001,0.0004239809,0.06612527,0.001892256,0.00006259622,0.002471711,0.7642648,0.0009717054,0.006742272,0.0104582,0.006764562,0.1391193],"study_design_scores_gemma":[0.00006809203,0.00144324,0.02933603,0.001268518,0.00009583011,0.003775816,0.8023403,0.001192171,0.003256487,0.004195355,0.1528888,0.0001393413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339379,0.002042128,0.01940007,0.003857394,0.0001420229,0.0001993771,0.0001491946,0.0002794644,0.03999245],"genre_scores_gemma":[0.9922236,0.0005383911,0.004524053,0.0002847642,0.00001516927,0.0001030781,0.00003559167,0.00004196437,0.002233564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006862572,"threshold_uncertainty_score":0.03629315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080840970","doi":"10.1177/193758670800200102","title":"Facing the Challenge of Patient Transfers: Using Ceiling Lifts in Healthcare Facilities","year":2008,"lang":"en","type":"review","venue":"HERD Health Environments Research & Design Journal","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":14,"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":"Ceiling (cloud); Health care; Workflow; Ceiling effect; Grey literature; Patient safety; Medicine; Computer science; MEDLINE; Engineering; Alternative medicine; Database","authors":[{"name":"Edgar Ramos Vieira","is_ca":true},{"name":"Linda G. Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3780692916625094,"gpt":0.4784725434856426,"spread":0.1004032518231332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003423311,0.0009836977,0.002689558,0.004680685,0.0006833903,0.002329523,0.00143126,0.002908684,0.002583754],"category_scores_gemma":[0.01004413,0.0005669968,0.001639602,0.004793452,0.0008011834,0.003151691,0.001001811,0.001146567,0.0006116815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00172567,"about_ca_system_score_gemma":0.006396446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004220621,"about_ca_topic_score_gemma":0.009972171,"domain_scores_codex":[0.9956808,0.002009464,0.0008922147,0.0002263701,0.001026789,0.0001642361],"domain_scores_gemma":[0.9937136,0.003843958,0.001377519,0.00005866964,0.0008845964,0.0001216713],"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":[0.0001796753,0.000115927,0.002010765,0.3598131,0.0008009774,0.001192804,0.00107177,0.000296675,0.0007282105,0.001023938,0.008654417,0.6241117],"study_design_scores_gemma":[0.0002820067,0.001486458,0.02629282,0.6147807,0.006681299,0.01947459,0.01145442,0.000310743,0.001391123,0.002211753,0.3154646,0.0001695986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007441949,0.9978189,0.00008407767,0.0005376702,0.0001622433,0.00002650404,0.000008902633,0.000002647119,0.0006148116],"genre_scores_gemma":[0.004415665,0.9945843,0.0003667267,0.0002999268,0.0001661335,0.00003846363,0.00001099205,8.969967e-7,0.0001169674],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004680685,"threshold_uncertainty_score":0.01810443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366464171","doi":"10.1177/19375867231152611","title":"Residential Environments for Older Persons: A Comprehensive Literature Review (2005–2022)","year":2023,"lang":"en","type":"review","venue":"HERD Health Environments Research & Design Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Work & Health; University of Toronto","funders":"University of Toronto","keywords":"Walkability; Psychology; Gerontology; Evidence-based design; Applied psychology; Medicine; Physical medicine and rehabilitation; Physical activity; Alternative medicine","authors":[{"name":"Stephen Verderber","is_ca":true},{"name":"Umi Koyabashi","is_ca":true},{"name":"Catherine Dela Cruz","is_ca":true},{"name":"Aseel Sadat","is_ca":true},{"name":"Diana C. Anderson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3666283954432818,"gpt":0.5608067214489132,"spread":0.1941783260056314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004331673,0.0008145191,0.001736648,0.01893984,0.000620127,0.00205103,0.0009885026,0.001494624,0.003352819],"category_scores_gemma":[0.01321855,0.0006035158,0.001868283,0.02025889,0.0005113318,0.002699005,0.001451917,0.0008019189,0.0005296769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003206299,"about_ca_system_score_gemma":0.01328082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170286,"about_ca_topic_score_gemma":0.03929414,"domain_scores_codex":[0.997309,0.0007784524,0.0009934732,0.0001933774,0.0005876357,0.0001380855],"domain_scores_gemma":[0.9882185,0.00651778,0.002536866,0.0001195254,0.00234987,0.0002575068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009177547,0.00003528212,0.003230488,0.6451033,0.0009840636,0.0005463085,0.002142754,0.0001631849,0.0002882086,0.001214534,0.0303447,0.3158554],"study_design_scores_gemma":[0.00002939814,0.0001301255,0.02000852,0.8143141,0.003425798,0.001048287,0.003200468,0.00006843413,0.0001615699,0.0003244161,0.1572519,0.00003702633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00105714,0.9969567,0.00007605087,0.0006121636,0.0001305827,0.00006728282,0.0004833459,0.000005150423,0.0006116279],"genre_scores_gemma":[0.005304207,0.9930784,0.0004602846,0.000529286,0.00005278476,0.0001186098,0.0003117895,0.000002386748,0.000142272],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01893984,"threshold_uncertainty_score":0.02326947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022789932","doi":"10.1177/1937586720918239","title":"Florence Nightingale: The Making of a Hospital Reformer","year":2020,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Pavilion; History; Biography; Library science; Sociology; Art history; Computer science; Archaeology","authors":[{"name":"Lynn McDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3426345601822712,"gpt":0.3797688028899986,"spread":0.03713424270772736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004776848,0.0002867176,0.0002325531,0.0007108028,0.009524762,0.007964375,0.001327687,0.002962757,0.01129973],"category_scores_gemma":[0.0088336,0.0002812674,0.0002278675,0.0007345935,0.01514168,0.00463109,0.00546977,0.004141368,0.0014871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01270574,"about_ca_system_score_gemma":0.009066657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01752704,"about_ca_topic_score_gemma":0.02853323,"domain_scores_codex":[0.9929933,0.004074999,0.0001110376,0.0004648576,0.001255684,0.001100061],"domain_scores_gemma":[0.9952503,0.001681493,0.0003632774,0.0004374142,0.0006391293,0.001628305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007473458,0.00006744376,0.001290196,0.0003655219,0.000008846099,0.0009094339,0.05727847,0.0001907299,0.0004839775,0.3057622,0.5430342,0.09053427],"study_design_scores_gemma":[0.000003659795,0.00002610485,0.000722275,0.0001478905,0.000001856585,0.0001942387,0.009137385,0.00001716156,0.0002138709,0.002570406,0.9869521,0.00001305913],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05481603,0.04690847,0.003066911,0.5651964,0.008903284,0.00008767533,0.0001240374,0.0002042252,0.3206929],"genre_scores_gemma":[0.6847878,0.01294597,0.002486353,0.05072628,0.003176684,0.0001174682,0.00005875784,0.0002434073,0.2454574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9904752,"threshold_uncertainty_score":0.09218705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964268168","doi":"10.1177/193758671300700109","title":"Environmental Design in Acute Care Settings: A Case Study of a Neurological Rehabilitation Unit","year":2013,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Rehabilitation; Unit (ring theory); Acute care; Neurological rehabilitation; Environmental design; Evidence-based design; Medicine; Nursing; Medical emergency; Health care; Psychology; Engineering; Physical therapy; Civil engineering; Political science","authors":[{"name":"Lindsay J. McCunn","is_ca":true},{"name":"Robert Gifford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08207347158591939,"gpt":0.3980256266996787,"spread":0.3159521551137593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002609173,0.001460531,0.001010862,0.002026736,0.008772472,0.003160508,0.003006125,0.004985123,0.003657698],"category_scores_gemma":[0.01098436,0.001166849,0.001166241,0.001841613,0.00354247,0.00247782,0.003203843,0.003712392,0.0006832721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003891006,"about_ca_system_score_gemma":0.002802412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007007421,"about_ca_topic_score_gemma":0.02207738,"domain_scores_codex":[0.9928771,0.004136496,0.0004513662,0.0004859217,0.001126667,0.0009225695],"domain_scores_gemma":[0.9940368,0.002457187,0.00135811,0.0002933493,0.0006113319,0.00124321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002475367,0.002602552,0.07669648,0.001089463,0.00009789934,0.6580988,0.2110191,0.00186286,0.002651981,0.004039284,0.004522723,0.03707118],"study_design_scores_gemma":[0.00004366667,0.001609615,0.02653296,0.001192861,0.0001024069,0.5557288,0.3712158,0.002623651,0.002827451,0.001620418,0.03631718,0.0001851742],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794149,0.002053172,0.00568623,0.002727404,0.0001810054,0.0003374136,0.00006928235,0.0000347422,0.009495919],"genre_scores_gemma":[0.9832066,0.003054487,0.00841046,0.001027001,0.0001550694,0.0001711855,0.00003691014,0.0000471297,0.003891128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008772472,"threshold_uncertainty_score":0.02823138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2573750794","doi":"10.1177/1937586716684758","title":"Evidence-Based Design Features Improve Sleep Quality Among Psychiatric Inpatients","year":2017,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Sleep and related disorders","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Homewood Research Institute; St. Joseph’s Healthcare Hamilton","funders":"Brock University","keywords":"Actigraphy; Pittsburgh Sleep Quality Index; Sleep (system call); Medicine; Sleep quality; Mental health; Psychiatry; Population; Clinical psychology; Insomnia; Environmental health","authors":[{"name":"Ryan Pyrke","is_ca":true},{"name":"Margaret C. McKinnon","is_ca":true},{"name":"Heather E. McNeely","is_ca":true},{"name":"Catherine Ahern","is_ca":true},{"name":"Karen Langstaff","is_ca":true},{"name":"Peter Bieling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.269917137957367,"gpt":0.4749036194129685,"spread":0.2049864814556016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001959455,0.0004393244,0.0009444004,0.0009153591,0.0003185642,0.0008841741,0.001180438,0.001035186,0.006069891],"category_scores_gemma":[0.008857212,0.0002477683,0.001622566,0.0005833424,0.0002242696,0.0003602518,0.0006857256,0.0006329122,0.0004675298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005924862,"about_ca_system_score_gemma":0.001320888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037871,"about_ca_topic_score_gemma":0.006295021,"domain_scores_codex":[0.997276,0.001483169,0.0005851976,0.0001401679,0.0004175974,0.00009790449],"domain_scores_gemma":[0.997156,0.0009506533,0.00117122,0.0001511765,0.0003693503,0.0002015826],"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":[0.0166608,0.01484648,0.02085757,0.07939985,0.009915018,0.0001692294,0.000228722,0.00109335,0.002656513,0.0005818666,0.007350349,0.8462402],"study_design_scores_gemma":[0.1024391,0.1728135,0.4785583,0.117568,0.03813532,0.00131141,0.001778336,0.002216103,0.006295504,0.002708365,0.07596195,0.0002140789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6373413,0.3276742,0.005558019,0.007918147,0.003776935,0.004765528,0.001853066,0.0003328545,0.0107799],"genre_scores_gemma":[0.8744214,0.09191103,0.02564166,0.002220334,0.0008249602,0.002358283,0.0007160082,0.00003021305,0.001876137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006069891,"threshold_uncertainty_score":0.02030581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309247530","doi":"10.1177/19375867221137099","title":"Making Space for Midwifery in a Hospital: Exploring the Built Birth Environment of Canada’s First Alongside Midwifery Unit","year":2022,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Focus group; Unit (ring theory); Nursing; Space (punctuation); Data collection; Evidence-based design; Service (business); Obstetrics; Psychology; Medicine; Sociology; Health care; Computer science; Business; Political science; Social science","authors":[{"name":"Beth Murray‐Davis","is_ca":true},{"name":"Lindsay N. Grenier","is_ca":true},{"name":"Rebecca A. Plett","is_ca":true},{"name":"Cristina A. Mattison","is_ca":true},{"name":"Maisha Ahmed","is_ca":true},{"name":"Anne Malott","is_ca":true},{"name":"Carol Cameron","is_ca":false},{"name":"Eileen K. Hutton","is_ca":true},{"name":"Elizabeth Darling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2411119462410015,"gpt":0.3605356840235359,"spread":0.1194237377825344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004097002,0.0003230969,0.0003822722,0.0009736639,0.01725025,0.006254668,0.001860381,0.0007056261,0.00247068],"category_scores_gemma":[0.007158216,0.0004196329,0.0003985028,0.001533554,0.01237676,0.001617891,0.008386383,0.001883212,0.0001492375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04741663,"about_ca_system_score_gemma":0.09455209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8174164,"about_ca_topic_score_gemma":0.9483151,"domain_scores_codex":[0.9948714,0.00231653,0.00008746822,0.0002695323,0.0007695996,0.001685474],"domain_scores_gemma":[0.9943933,0.001612189,0.000674132,0.0001973389,0.0008088558,0.002314137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006826062,0.00006505862,0.05475028,0.000332367,0.00002001333,0.002222516,0.8982897,0.0003161911,0.001271207,0.005511984,0.002988201,0.03416437],"study_design_scores_gemma":[0.000003665654,0.00006574494,0.03276392,0.0002618174,0.00001217488,0.000191256,0.946592,0.0002053943,0.0002488107,0.0005799346,0.01904844,0.00002694007],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813398,0.0007194072,0.002099399,0.005358609,0.00006785015,0.0000967704,0.0001454062,0.00002288003,0.01014996],"genre_scores_gemma":[0.9951676,0.0005218274,0.00212747,0.0004774194,0.000007611886,0.00003648844,0.00004190968,0.0000171611,0.001602586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1825836,"threshold_uncertainty_score":0.3673178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2536103509","doi":"10.1177/1937586716668635","title":"Territories of Engagement in the Design of Ecohumanist Healthcare Environments","year":2016,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":11,"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":"Realm; Health care; Salient; Neutrality; Architectural engineering; Knowledge management; Psychology; Sociology; Computer science; Engineering; Political science","authors":[{"name":"Terri Peters","is_ca":true},{"name":"Stephen Verderber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3622546828921305,"gpt":0.4415173672929384,"spread":0.07926268440080791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02699744,0.0006084777,0.0005369244,0.00181882,0.00773148,0.01716825,0.001831876,0.002305479,0.006154543],"category_scores_gemma":[0.0135089,0.0006740697,0.000747501,0.001042753,0.05807512,0.009105894,0.01770565,0.002789603,0.0006210115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005044325,"about_ca_system_score_gemma":0.009745943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395841,"about_ca_topic_score_gemma":0.002190347,"domain_scores_codex":[0.9535264,0.04149392,0.0007361175,0.00105691,0.001533892,0.001652842],"domain_scores_gemma":[0.9839866,0.01189738,0.0006732299,0.001240581,0.0007972571,0.001404882],"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":[0.00008082533,0.0001114973,0.003818102,0.0003964069,0.00003310763,0.0005788619,0.3161332,0.001644955,0.0007297025,0.6444727,0.001736028,0.03026455],"study_design_scores_gemma":[0.00005165393,0.0002091819,0.001790237,0.0009650082,0.00003957341,0.0008956766,0.3833476,0.002866419,0.001224936,0.4504057,0.1581485,0.00005551507],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2875869,0.009728472,0.3192655,0.053131,0.0005127884,0.0008559806,0.00007884418,0.0003132398,0.3285274],"genre_scores_gemma":[0.9670123,0.001303396,0.02652727,0.0008781212,0.00003161006,0.0004949865,0.00001827375,0.00004926445,0.003684814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02699744,"threshold_uncertainty_score":0.1427779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2233479748","doi":"10.1177/1937586715593552","title":"Building Resilience and Organizational Readiness During Healthcare Facility Redevelopment Transitions","year":2015,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Markham Stouffville Hospital; University of Toronto; Toronto Metropolitan University; West Park Healthcare Centre; Institute for Work & Health; Sinai Health System; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Redevelopment; Optimism; Context (archaeology); Psychological resilience; Psychology; Health care; Organizational change; Nursing; Applied psychology; Public relations; Medicine; Social psychology; Political science; Geography","authors":[{"name":"Carolyn Steele Gray","is_ca":true},{"name":"Andrea Wilkinson","is_ca":true},{"name":"Celeste Alvaro","is_ca":true},{"name":"Kate Wilkinson","is_ca":true},{"name":"Martha Harvey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2177185472027101,"gpt":0.4724063031346838,"spread":0.2546877559319737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001913376,0.0001965258,0.0001809879,0.0005671651,0.001117365,0.001018306,0.0004231082,0.0003314694,0.001940936],"category_scores_gemma":[0.008891271,0.0001524206,0.000289111,0.0002250283,0.0006898893,0.0006713338,0.002214833,0.0007899363,0.0001610258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009063291,"about_ca_system_score_gemma":0.001990558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00320569,"about_ca_topic_score_gemma":0.008058934,"domain_scores_codex":[0.9987642,0.0005375546,0.00004517626,0.00006513085,0.0001375956,0.0004504468],"domain_scores_gemma":[0.9964479,0.0007225568,0.001209794,0.0001196547,0.0002465362,0.001253566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003750483,0.002171368,0.8635215,0.0002066992,0.0001204044,0.0006058796,0.01772358,0.0007377103,0.002609734,0.0006092539,0.001714968,0.1096039],"study_design_scores_gemma":[0.000006674831,0.0007146398,0.9841784,0.00008186997,0.00001191491,0.0001058918,0.01311972,0.0002216148,0.0003543675,0.0001667192,0.001022258,0.00001599373],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984525,0.00009467945,0.0001511554,0.0003615643,0.000007473325,0.00002682303,0.0000166451,0.000008440256,0.0008806405],"genre_scores_gemma":[0.9996796,0.00003586022,0.0001248488,0.00002563873,0.000001984366,0.00001322966,0.00001547334,7.480193e-7,0.0001027498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00320569,"threshold_uncertainty_score":0.01011896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143269189","doi":"10.1177/193758671400700409","title":"Bedside to Blueprints: The Role of Nurses in Hospital Design","year":2014,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Blueprint; Health care; Function (biology); Nursing; Quality (philosophy); Healthcare industry; Medicine; Psychology; Engineering; Political science","authors":[{"name":"Erin Clark","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05504998273546449,"gpt":0.3578097103410101,"spread":0.3027597276055456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01227704,0.0003704694,0.0001797998,0.0007284762,0.004334819,0.005239485,0.0008423947,0.001493023,0.007148855],"category_scores_gemma":[0.01899183,0.0002959159,0.0001806772,0.0004846638,0.005429902,0.00426801,0.005607026,0.001636196,0.001234653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003039804,"about_ca_system_score_gemma":0.00949774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001748243,"about_ca_topic_score_gemma":0.004512669,"domain_scores_codex":[0.9825333,0.01426885,0.0003414156,0.0003776098,0.00187882,0.0005999601],"domain_scores_gemma":[0.9834727,0.009618758,0.001139218,0.0006887958,0.002061793,0.003018786],"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":[0.000320873,0.000528772,0.02462305,0.001270931,0.0000263903,0.001300741,0.2906789,0.001155664,0.003803676,0.05785118,0.03975449,0.5786853],"study_design_scores_gemma":[0.0000601541,0.0008252489,0.009599517,0.002353028,0.0000260576,0.001882947,0.3781215,0.001599406,0.001968299,0.03636233,0.5671056,0.0000959558],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4408814,0.01899623,0.1201378,0.09695949,0.002660247,0.0005504402,0.0000756388,0.0006680457,0.3190706],"genre_scores_gemma":[0.926937,0.003625225,0.02975962,0.006270569,0.0001378475,0.0002916632,0.00003265101,0.00009894065,0.03284655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01227704,"threshold_uncertainty_score":0.06492805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135596046","doi":"10.1177/1937586721999668","title":"Evaluations for New Healthcare Environment Commissioning and Operational Decision Making Using Simulation and Human Factors: A Case Study of an Interventional Trauma Operating Room","year":2021,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Healthcare Operations and Scheduling Optimization","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":"Foothills Medical Centre; University of Calgary; Saskatchewan Health Quality Council; Alberta Health Services","funders":"","keywords":"Project commissioning; Health care; Debriefing; Stakeholder; Process management; Major trauma; Process (computing); Computer science; Operations management; Engineering; Medicine; Medical emergency; Publishing; Medical education; Management","authors":[{"name":"Mirette Dubé","is_ca":true},{"name":"Jason Laberge","is_ca":true},{"name":"Elaine Sigalet","is_ca":true},{"name":"Jonas Shultz","is_ca":true},{"name":"Christine Vis","is_ca":true},{"name":"Chad G. Ball","is_ca":true},{"name":"Andrew W. Kirkpatrick","is_ca":true},{"name":"Susan Biesbroek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5862168325716886,"gpt":0.6251384399995922,"spread":0.03892160742790363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02518198,0.0006939922,0.0003830668,0.001378159,0.008618782,0.005157281,0.002169249,0.002189222,0.003387345],"category_scores_gemma":[0.03316769,0.0004658348,0.0008555077,0.001101235,0.005225048,0.002171971,0.004624976,0.003085119,0.0003140856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01631971,"about_ca_system_score_gemma":0.0246523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0306291,"about_ca_topic_score_gemma":0.07843579,"domain_scores_codex":[0.9641033,0.0298291,0.000714595,0.0005429912,0.002572782,0.002237177],"domain_scores_gemma":[0.9655318,0.02264296,0.001647477,0.001734895,0.004364632,0.004078298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001414817,0.01043569,0.09694241,0.002456541,0.0002376783,0.05481288,0.4384761,0.05879806,0.005170553,0.05961142,0.02051152,0.2511322],"study_design_scores_gemma":[0.0003287562,0.004896121,0.03094832,0.002332311,0.0001193769,0.007957469,0.765319,0.03967942,0.006773997,0.01466666,0.1266197,0.0003588909],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9217629,0.0008562943,0.02665545,0.007403408,0.0001428063,0.00247879,0.0001227604,0.0001062642,0.04047127],"genre_scores_gemma":[0.9755559,0.0005077168,0.02110988,0.0003652091,0.00002473172,0.0004137116,0.00003821089,0.00003152932,0.001953085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0306291,"threshold_uncertainty_score":0.1331766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390110248","doi":"10.1177/19375867231218035","title":"A Scoping Review of Pediatric Healthcare Built Environment Experiences and Preferences Among Children With Disabilities and Their Families","year":2023,"lang":"en","type":"review","venue":"HERD Health Environments Research & Design Journal","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Health care; Psychology; Developmental psychology; Medicine; Political science","authors":[{"name":"Clarissa Yu","is_ca":true},{"name":"Emi Wong","is_ca":true},{"name":"Juliana Gignac","is_ca":true},{"name":"Meaghan Walker","is_ca":true},{"name":"Timothy Ross","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4711170921954217,"gpt":0.5485788298148073,"spread":0.07746173761938563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01384959,0.001274957,0.004621404,0.02393919,0.001855085,0.004975284,0.002341196,0.003167859,0.004399818],"category_scores_gemma":[0.06307328,0.001305992,0.003937116,0.03013008,0.001714304,0.004661106,0.002968704,0.001519538,0.0004587668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006155876,"about_ca_system_score_gemma":0.02180072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01753666,"about_ca_topic_score_gemma":0.03644579,"domain_scores_codex":[0.987713,0.00378953,0.005373229,0.000798559,0.001917863,0.0004078617],"domain_scores_gemma":[0.942865,0.04398441,0.006841547,0.0006502355,0.005244041,0.000414779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008749057,0.00002547167,0.001488273,0.8921695,0.001401332,0.0004752513,0.004816107,0.0001252005,0.0001464881,0.0009845685,0.003751932,0.09452847],"study_design_scores_gemma":[0.00001269307,0.00004990037,0.002355221,0.9643091,0.002661131,0.0003724213,0.00306597,0.00002133635,0.00006584638,0.0002214517,0.02684577,0.00001909016],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002179655,0.9948393,0.0002361021,0.0004050757,0.000148006,0.0004207608,0.0005696844,0.000006071122,0.001195338],"genre_scores_gemma":[0.009572441,0.9882683,0.0005403302,0.0003112781,0.00003809644,0.0007705181,0.0003503103,0.000004242666,0.0001445037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02393919,"threshold_uncertainty_score":0.07324457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981784904","doi":"10.1177/1937586719879060","title":"Stroke Patients’ Experiences in an Adaptive Healing Room in a Stroke Rehabilitation Unit","year":2019,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"AGE-WELL","keywords":"Stroke (engine); Rehabilitation; Context (archaeology); Medicine; Mood; Physical therapy; Physical medicine and rehabilitation; Clinical psychology","authors":[{"name":"Ifah Arbel","is_ca":true},{"name":"Bing Ye","is_ca":true},{"name":"Alex Mihailidis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.105676964979778,"gpt":0.3728556782460352,"spread":0.2671787132662572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002149502,0.0003466827,0.000660619,0.0004773023,0.001795479,0.002018949,0.000499032,0.0008091978,0.00358453],"category_scores_gemma":[0.008143768,0.0002566409,0.0005457305,0.0003961865,0.001489057,0.001309162,0.001963533,0.000930523,0.0004047744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000800524,"about_ca_system_score_gemma":0.0009065407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150192,"about_ca_topic_score_gemma":0.00245687,"domain_scores_codex":[0.9970004,0.001912835,0.0002266349,0.0001661707,0.0002721846,0.0004217575],"domain_scores_gemma":[0.995834,0.001670434,0.0007972496,0.0001493718,0.0004375142,0.001111396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001445658,0.001672387,0.1828673,0.001238632,0.0002571155,0.003784173,0.7188511,0.0006825844,0.006929072,0.0006775051,0.00356169,0.07803283],"study_design_scores_gemma":[0.0001097749,0.004827108,0.1743082,0.0003844592,0.0001756653,0.00333838,0.7965953,0.0009291012,0.001902835,0.0004177225,0.01675887,0.0002525091],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983107,0.0001735827,0.0003070146,0.0002129004,0.00001309538,0.00003066489,0.00002888915,0.0000124416,0.0009106471],"genre_scores_gemma":[0.9989936,0.0001305669,0.0003387757,0.0001272096,0.00000623978,0.00003310493,0.00002046476,0.000003669773,0.0003464223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00358453,"threshold_uncertainty_score":0.01199144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220818043","doi":"10.1177/19375867221085603","title":"Do Home and Community Environments Explain Self-Rated Health Among Older Canadians? Evidence From the 2018 Canadian Housing Survey","year":2022,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Gerontology; Psychosocial; Self-rated health; Residence; Independent living; Activities of daily living; Aging in place; Multilevel model; Psychology; Medicine; Demography; Sociology","authors":[{"name":"Ethan Siu Leung Cheung","is_ca":false},{"name":"Ada C. Mui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2567351981380693,"gpt":0.4195442586709194,"spread":0.1628090605328501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002611813,0.000464648,0.0005720641,0.002404815,0.002538681,0.00153321,0.002027316,0.0008026471,0.002923082],"category_scores_gemma":[0.009628049,0.0004462031,0.001327838,0.006021386,0.0009326338,0.0006692293,0.001441132,0.0008330215,0.0002713701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009497517,"about_ca_system_score_gemma":0.02005391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9910501,"about_ca_topic_score_gemma":0.9928382,"domain_scores_codex":[0.9982521,0.0001952193,0.0001420591,0.0002909267,0.000666746,0.0004529173],"domain_scores_gemma":[0.9929864,0.0007162436,0.001601781,0.0003339697,0.003405112,0.0009564535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000259051,0.00001603465,0.995293,0.00007335575,0.0001081079,0.00001970557,0.0004232425,0.00003617778,0.00001474587,0.00007750697,0.000800385,0.003111821],"study_design_scores_gemma":[0.000002560074,0.000005546096,0.9987293,0.00007418315,0.00004399354,0.000008552718,0.00057187,0.00006415347,0.000005573508,0.00001763655,0.0004720554,0.000004584573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667559,0.009470779,0.000221516,0.002373802,0.00008241057,0.00006671598,0.01382489,0.00001460666,0.007189305],"genre_scores_gemma":[0.9929817,0.002729361,0.0002198582,0.0002024346,0.00002354113,0.00002351701,0.003381014,0.00000538895,0.0004330998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009497517,"threshold_uncertainty_score":0.0689097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033417467","doi":"10.1177/1937586720931058","title":"Florence Nightingale’s Influence on Hospital Design, Hospitalism, Hospital Diseases, and Hospital Architects","year":2020,"lang":"en","type":"editorial","venue":"HERD Health Environments Research & Design Journal","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; General hospital; History; Emergency medicine","authors":[{"name":"Lynn McDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04035028991376225,"gpt":0.3494660579438875,"spread":0.3091157680301252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02473626,0.00524791,0.004859296,0.005703881,0.007290872,0.0164783,0.006147282,0.03553046,0.01753271],"category_scores_gemma":[0.07967904,0.002043602,0.003604146,0.003229749,0.005885124,0.007711875,0.003520876,0.03613837,0.006428242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009010533,"about_ca_system_score_gemma":0.01014524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01107745,"about_ca_topic_score_gemma":0.03740109,"domain_scores_codex":[0.9811565,0.004678003,0.001832852,0.001892335,0.009176593,0.001263841],"domain_scores_gemma":[0.9211639,0.04385598,0.002507803,0.001852829,0.02114497,0.009474625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001724076,0.00001020035,0.00002116171,0.0001228047,0.00001267438,0.00003559377,0.00004220095,0.000009645638,0.000009079698,0.0004122687,0.9977622,0.001544862],"study_design_scores_gemma":[0.0000773583,0.0000218904,0.0002633682,0.0008322375,0.00005336234,0.00009414518,0.000210731,0.00005646963,0.00003204256,0.001269942,0.9970655,0.00002304534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002542769,0.008197207,0.00004140524,0.07774542,0.9129171,0.000008354589,0.00002499196,0.00001565115,0.001024483],"genre_scores_gemma":[0.0005266727,0.004730255,0.00005244575,0.04227083,0.9456493,0.00002283045,0.00001281871,0.00003268593,0.006702185],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03553046,"threshold_uncertainty_score":0.1308194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2309283990","doi":"10.1177/1937586715602219","title":"Overcoming the Challenges Inherent in Conducting Design Research in Mental Health Settings","year":2015,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design 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":"McMaster University; Homewood Research Institute; St. Joseph’s Healthcare Hamilton","funders":"Health Research Board","keywords":"Mental health; Evidence-based design; Psychology; Computer science; Health care; Applied psychology; Psychiatry; Political science","authors":[{"name":"Catherine Ahern","is_ca":true},{"name":"Margaret C. McKinnon","is_ca":true},{"name":"Peter Bieling","is_ca":true},{"name":"Heather E. McNeely","is_ca":true},{"name":"Karen Langstaff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.907071366520043,"gpt":0.6051338312463775,"spread":0.3019375352736655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7566459,0.002742832,0.004733926,0.007272624,0.01203801,0.02462557,0.01173657,0.009802178,0.009468372],"category_scores_gemma":[0.759391,0.004296564,0.003921009,0.005882934,0.0369069,0.02084709,0.02373221,0.01607639,0.00276163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01932509,"about_ca_system_score_gemma":0.1051264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006469742,"about_ca_topic_score_gemma":0.01008502,"domain_scores_codex":[0.1279746,0.7900937,0.03209935,0.01100812,0.03596269,0.002861552],"domain_scores_gemma":[0.04924197,0.8186365,0.02457556,0.06459948,0.03854302,0.004403402],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001263459,0.002411296,0.01908709,0.04782402,0.002134321,0.001202397,0.1709639,0.01320556,0.00408841,0.1741793,0.02356854,0.5400717],"study_design_scores_gemma":[0.002678526,0.007026063,0.01402442,0.08135546,0.001214314,0.001581133,0.09847364,0.01248871,0.006098871,0.4412524,0.333002,0.0008044381],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03226978,0.01582344,0.7867447,0.1035679,0.003602106,0.02548713,0.0005741765,0.001279085,0.03065183],"genre_scores_gemma":[0.1547873,0.00426582,0.7839814,0.01473823,0.0009769384,0.03919602,0.0001708008,0.0004609296,0.001422423],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2433541,"threshold_uncertainty_score":0.300099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3036690775","doi":"10.1177/1937586720933176","title":"Indigenous Ecohumanist Architecture for Health in Canada’s Far North","year":2020,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Circumpolar star; Indigenous; Environmental planning; Built environment; Political science; Health care; Environmental resource management; Geography; Ecology; Engineering; Civil engineering","authors":[{"name":"Stephen Verderber","is_ca":true},{"name":"Jake Pauls Wolf","is_ca":false},{"name":"Erik Skouris","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1909141654341096,"gpt":0.4420138676543635,"spread":0.2510997022202539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003052565,0.0006985735,0.0003070485,0.001715022,0.0316827,0.01021036,0.002489145,0.001507401,0.01018178],"category_scores_gemma":[0.002283309,0.0003316493,0.0004077441,0.002164709,0.03009261,0.001417751,0.00621188,0.002391426,0.0003827435],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1480771,"about_ca_system_score_gemma":0.2767074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767777,"about_ca_topic_score_gemma":0.9948717,"domain_scores_codex":[0.9961778,0.001295664,0.00006002906,0.0002790191,0.0009463434,0.001241176],"domain_scores_gemma":[0.9971312,0.0005712695,0.0001135049,0.0001789645,0.0007809244,0.001224076],"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":[0.00008809112,0.0001399789,0.01494856,0.0007258431,0.00003505233,0.002657456,0.4223122,0.002847797,0.001634513,0.3795082,0.04096002,0.1341424],"study_design_scores_gemma":[0.00001067113,0.00006778577,0.01124072,0.0007521746,0.00002858018,0.0005661464,0.4225045,0.0006204899,0.0004434611,0.01704265,0.5466713,0.00005143186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3123819,0.01212128,0.01157278,0.05330393,0.0008904141,0.0004026004,0.0003192659,0.0001908074,0.6088171],"genre_scores_gemma":[0.9259856,0.005012953,0.009880065,0.002621392,0.00004570995,0.00009937765,0.00009368685,0.00008020663,0.05618105],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1480771,"threshold_uncertainty_score":0.9881099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200339787","doi":"10.1177/19375867211066933","title":"Commissioning Clinical Spaces During a Pandemic: Merging Methodologies of Human Factors and Simulation","year":2021,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Simulation-Based Education in Healthcare","field":"Medicine","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 Calgary; Alberta Health Services","funders":"","keywords":"Project commissioning; Debriefing; Health care; Preparedness; Space (punctuation); Generalizability theory; Pandemic; Process management; Computer science; Knowledge management; Medicine; Coronavirus disease 2019 (COVID-19); Engineering; Publishing; Psychology; Medical education; Infectious disease (medical specialty); Disease","authors":[{"name":"Tara Fuselli","is_ca":true},{"name":"Amanda Raven","is_ca":true},{"name":"Shaunna Milloy","is_ca":true},{"name":"Sue Barnes","is_ca":true},{"name":"Mirette Dubé","is_ca":true},{"name":"Alyshah Kaba","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6645112807663912,"gpt":0.6249318774763669,"spread":0.0395794032900243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0139835,0.001392779,0.000634062,0.002383529,0.002209717,0.005898756,0.002225351,0.00187796,0.004156151],"category_scores_gemma":[0.02086835,0.0005516507,0.001074765,0.001099642,0.005715213,0.003307735,0.007325666,0.001886879,0.000550241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002749039,"about_ca_system_score_gemma":0.007025118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005215958,"about_ca_topic_score_gemma":0.00857399,"domain_scores_codex":[0.9815804,0.01491124,0.0005098972,0.0007351581,0.00171692,0.0005462343],"domain_scores_gemma":[0.9758685,0.01897878,0.0008682744,0.001952297,0.001452816,0.000879288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008223554,0.002630526,0.06567894,0.003810706,0.0003133522,0.004862287,0.1275769,0.09896591,0.01095041,0.09300084,0.01040601,0.5809817],"study_design_scores_gemma":[0.0007636078,0.006442622,0.0415692,0.008850221,0.0003964542,0.008211789,0.2186356,0.3002045,0.02105817,0.1673623,0.2253755,0.00113001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2002527,0.001921767,0.7264416,0.007955696,0.0006103355,0.003850794,0.0002045277,0.0006954096,0.05806723],"genre_scores_gemma":[0.4945891,0.001340032,0.4984686,0.0006962843,0.00008498089,0.001821356,0.00009147881,0.0001216849,0.002786407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0139835,"threshold_uncertainty_score":0.07395273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2572210990","doi":"10.1177/1937586716686350","title":"Using a Discrete Choice Conjoint Experiment to Engage Stakeholders in the Design of an Outpatient Children’s Health Center","year":2017,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Conjoint analysis; Resource (disambiguation); Interactive kiosk; Process (computing); Psychology; Computer science; World Wide Web; Preference","authors":[{"name":"Charles E. Cunningham","is_ca":true},{"name":"Alison Niccols","is_ca":true},{"name":"Heather Rimas","is_ca":true},{"name":"Randi Robicheau","is_ca":false},{"name":"Colleen Anderson","is_ca":false},{"name":"Bart DeVries","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7336623054671956,"gpt":0.4395754280777581,"spread":0.2940868773894375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03316833,0.00105476,0.0007349135,0.0008777283,0.002137398,0.003313525,0.001813893,0.002238886,0.005778614],"category_scores_gemma":[0.05048408,0.000707584,0.001036032,0.0008161286,0.002279595,0.001879912,0.001775993,0.002324665,0.0004570129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176396,"about_ca_system_score_gemma":0.00423095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140248,"about_ca_topic_score_gemma":0.001651399,"domain_scores_codex":[0.9708378,0.0234864,0.001140585,0.001498242,0.001737589,0.001299502],"domain_scores_gemma":[0.9326016,0.05517223,0.004382594,0.003277019,0.002686833,0.001879585],"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":[0.07074227,0.2200475,0.06714182,0.005973073,0.001099197,0.001217699,0.1335774,0.05398881,0.07401043,0.03634391,0.004138409,0.3317194],"study_design_scores_gemma":[0.04581453,0.4074726,0.0765413,0.001090483,0.001389183,0.0004083439,0.06583473,0.2045423,0.09987462,0.05403772,0.04172963,0.001264582],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520955,0.00004964468,0.03070064,0.0002314259,0.00008838017,0.01319311,0.0002344833,0.00005728685,0.003349596],"genre_scores_gemma":[0.8137321,0.00008292418,0.1528069,0.0004390956,0.0000415419,0.0314985,0.0001186831,0.00002227345,0.001257915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03316833,"threshold_uncertainty_score":0.175413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392468576","doi":"10.1177/19375867241229078","title":"Applying Human Factors and Systems Simulation Methods to Inform a Multimillion-Dollar Healthcare Decision","year":2024,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Human-Automation Interaction and Safety","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":"Foothills Medical Centre; Alberta Health Services","funders":"","keywords":"Liberian dollar; Patient safety; Health care; Debriefing; Business; Process management; Knowledge management; Risk analysis (engineering); Nursing; Medicine; Computer science; Medical education; Finance","authors":[{"name":"Mirette Dubé","is_ca":true},{"name":"Jessica Martel","is_ca":true},{"name":"Jason Kumagai","is_ca":true},{"name":"Michael Suddes","is_ca":true},{"name":"Janice A. Cullen","is_ca":true},{"name":"Jason Laberge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.378436431203881,"gpt":0.6059289060930743,"spread":0.2274924748891932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03259719,0.001497364,0.0007666415,0.003979001,0.00252206,0.007390547,0.002102476,0.002361896,0.008860419],"category_scores_gemma":[0.05559708,0.0006439599,0.001446192,0.001709116,0.002847398,0.003892164,0.005332261,0.002711547,0.0007403828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005234423,"about_ca_system_score_gemma":0.01080838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007067767,"about_ca_topic_score_gemma":0.01217938,"domain_scores_codex":[0.9588347,0.03646803,0.001003315,0.0009371047,0.002128611,0.0006282167],"domain_scores_gemma":[0.8937585,0.09577487,0.002814272,0.003481029,0.002626905,0.001544353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009712941,0.003728953,0.0838464,0.002794958,0.001066134,0.001904211,0.04060877,0.3621601,0.001935477,0.1432157,0.01417134,0.3435968],"study_design_scores_gemma":[0.0007292106,0.003397798,0.01500974,0.005033835,0.0004158748,0.0007586102,0.05280499,0.5589986,0.003054531,0.2515349,0.1078188,0.0004430892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2841549,0.003257325,0.5700846,0.02137642,0.000832836,0.005962783,0.001015878,0.001142177,0.1121731],"genre_scores_gemma":[0.6761231,0.001415221,0.3164636,0.001345005,0.0001006441,0.002120881,0.0002842582,0.00009086938,0.002056346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03259719,"threshold_uncertainty_score":0.1723924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289888527","doi":"10.1177/19375867221113066","title":"Lean Design of the Pediatric Intensive Care Unit Patient Room for Efficient and Safe Care Delivery","year":2022,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Infection Control in Healthcare","field":"Medicine","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 British Columbia","funders":"","keywords":"Workflow; Patient safety; Medical emergency; Work (physics); Medicine; Health care; Nursing; Stressor; Evidence-based design; Computer science; Engineering","authors":[{"name":"Yuqian Lu","is_ca":false},{"name":"Naomi B. Bishop","is_ca":false},{"name":"Rana Sagha Zadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1467981151451552,"gpt":0.3912980953149505,"spread":0.2444999801697952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003825565,0.0006556473,0.0002610818,0.0007531558,0.0007697439,0.00169922,0.001435107,0.000525232,0.002741827],"category_scores_gemma":[0.004136297,0.0004623917,0.0006093604,0.0003673317,0.0008156197,0.0008852459,0.001953365,0.0004315278,0.0004660164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136965,"about_ca_system_score_gemma":0.004476994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416231,"about_ca_topic_score_gemma":0.002629791,"domain_scores_codex":[0.9971567,0.001651703,0.0001391608,0.0002474528,0.0006129525,0.0001919554],"domain_scores_gemma":[0.9979234,0.0007491072,0.0003523456,0.0001784479,0.0005586027,0.000238025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001735026,0.001607196,0.04106815,0.002168127,0.0002239917,0.002161927,0.0140245,0.4137026,0.1062339,0.04259228,0.006104257,0.3683781],"study_design_scores_gemma":[0.0006981209,0.004178752,0.01821198,0.0006466557,0.0002718964,0.001116532,0.01107192,0.8513277,0.0376233,0.02610169,0.04858598,0.0001653943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1246414,0.0001313273,0.8690162,0.0003818664,0.00005012805,0.0007097641,0.00009048642,0.000722959,0.00425594],"genre_scores_gemma":[0.3453323,0.000137657,0.6522921,0.00009215871,0.00001254408,0.0007382472,0.0001429447,0.00006845434,0.001183605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003825565,"threshold_uncertainty_score":0.02023172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2326902632","doi":"10.1177/1937586716638101","title":"Shared Opportunities on Institutional Lands","year":2016,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; Carleton University","funders":"","keywords":"Business; Production (economics); Food processing; Healthy food; Health care; Environmental planning; Health benefits; Marketing; Environmental resource management; Geography; Political science; Economic growth; Medicine; Economics","authors":[{"name":"Irena Knežević","is_ca":true},{"name":"Phil Mount","is_ca":true},{"name":"Chantal Clément","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3390935540310101,"gpt":0.3531675301322427,"spread":0.01407397610123257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003360225,0.0004164758,0.0003818683,0.001221737,0.01067382,0.007596186,0.002346129,0.001128205,0.04089686],"category_scores_gemma":[0.005205408,0.0003082087,0.0006049002,0.001221423,0.006417066,0.00589797,0.02624163,0.001489289,0.002107509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002964909,"about_ca_system_score_gemma":0.005663667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001969277,"about_ca_topic_score_gemma":0.007825735,"domain_scores_codex":[0.9946809,0.002685764,0.0001324185,0.0004635576,0.0004604738,0.001576909],"domain_scores_gemma":[0.9951153,0.0008104317,0.0007126938,0.0009821664,0.0003746056,0.002004715],"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":[0.000284954,0.00103794,0.06222823,0.0008287811,0.0001523764,0.006093311,0.2643107,0.001779808,0.003370792,0.2394238,0.04080342,0.3796858],"study_design_scores_gemma":[0.00003194654,0.0004291338,0.02181264,0.0004776145,0.00004341051,0.001376794,0.3855881,0.0005074482,0.0008181773,0.02695694,0.5619014,0.0000563866],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6285949,0.0007667663,0.01439284,0.006546346,0.000383698,0.0003326684,0.0003834849,0.0002760224,0.3483234],"genre_scores_gemma":[0.9665945,0.0002176665,0.005760476,0.0003336552,0.00004456239,0.0001336667,0.0001387194,0.00005636041,0.02672031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04089686,"threshold_uncertainty_score":0.1368136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221062113","doi":"10.1177/19375867221078838","title":"A Comparison of Hospital Area Measurement in Germany, Canada, Australia, and the United States: Part 1","year":2022,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Health care; Terminology; Business; Space (punctuation); Operations management; Geography; Environmental resource management; Environmental planning; Regional science; Economic growth; Engineering; Computer science; Economics","authors":[{"name":"Hannah-Kathrin Silja Viergutz","is_ca":false},{"name":"Michael Apple","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2690748641295058,"gpt":0.41902848151195,"spread":0.1499536173824443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005042059,0.0002727838,0.0003561701,0.004893782,0.001027205,0.001505589,0.000835333,0.0002022021,0.001016548],"category_scores_gemma":[0.01539782,0.0002023857,0.0004757362,0.00930337,0.0007508422,0.0007649271,0.001513268,0.0003808171,0.0001486762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01508351,"about_ca_system_score_gemma":0.01350461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7452605,"about_ca_topic_score_gemma":0.8532531,"domain_scores_codex":[0.9941444,0.001425787,0.0005352246,0.0003386129,0.002842396,0.0007136184],"domain_scores_gemma":[0.9875271,0.002058013,0.001724003,0.0005739194,0.007363729,0.0007531654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002626183,0.0000647441,0.8788254,0.0003265082,0.0001589096,0.0000665215,0.003206015,0.001554573,0.0005617622,0.003278651,0.004296426,0.107398],"study_design_scores_gemma":[0.000002937839,0.00005139036,0.9936627,0.00005893569,0.00001687309,0.0000267727,0.002252146,0.0002813953,0.0003027116,0.00006961848,0.003263471,0.00001089988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622,0.002204034,0.00390084,0.00054317,0.00009400879,0.0001986397,0.004840177,0.00008482448,0.02593412],"genre_scores_gemma":[0.9903802,0.0006223291,0.00460007,0.0001105694,0.00001021466,0.0001151526,0.002904453,0.00002399457,0.001233002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2547395,"threshold_uncertainty_score":0.5124793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389009346","doi":"10.1177/19375867231213338","title":"Correlation Between Neighborhood Built Environment and Leisure Walking Time Around a Riverside Park","year":2023,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pedestrian; Quarter (Canadian coin); Geography; Active living; Built environment; Level design; Schema crosswalk; Mile; Regression analysis; Walkability; Gerontology; Environmental health; Demography; Socioeconomics; Transport engineering; Physical activity; Medicine; Engineering; Statistics; Sociology; Physical therapy; Civil engineering; Mathematics; Computer science","authors":[{"name":"Youngeun Gong","is_ca":false},{"name":"Eun Jung Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1399438971464976,"gpt":0.3990700270982129,"spread":0.2591261299517154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001779797,0.0001023971,0.0001109604,0.0004028156,0.0002493723,0.0003671913,0.0002274793,0.000134124,0.002740518],"category_scores_gemma":[0.001082493,0.00009660647,0.000240563,0.0004667762,0.0001812134,0.0002143573,0.0004286904,0.0002953122,0.0001531497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001562382,"about_ca_system_score_gemma":0.0001918565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008113066,"about_ca_topic_score_gemma":0.0152161,"domain_scores_codex":[0.9998102,0.00004410962,0.00002793721,0.00004795064,0.00003365586,0.0000363512],"domain_scores_gemma":[0.9990583,0.0001379851,0.0004623106,0.00004788023,0.0001290378,0.0001645548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001721579,0.00001977788,0.9986066,0.000008450765,0.00003051293,0.00005623357,0.00007990421,0.00004315942,0.0001068446,0.00001757659,0.00003617816,0.0009776736],"study_design_scores_gemma":[8.932655e-7,0.0000235998,0.9992545,0.000005028284,0.00001352412,0.00009584483,0.0003628932,0.00008650761,0.00002704335,0.000008060948,0.0001202982,0.000001768622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999414,0.00005000346,0.00004629568,0.0000155222,0.000001521846,0.000002325118,0.00008746203,0.000001458448,0.000381384],"genre_scores_gemma":[0.9997196,0.00002531561,0.00004907933,0.000003298128,0.000001428489,0.000002154315,0.0000848327,6.041674e-7,0.0001137126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008113066,"threshold_uncertainty_score":0.01613164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417120138","doi":"10.1177/19375867251396922","title":"On the Prospect of a Maggie's Centre for North America","year":2025,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":1,"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; Public Health Ontario; University of Toronto","funders":"","keywords":"Affordance; Premise; Interdependence; Health care; Architecture; Coping (psychology); Built environment","authors":[{"name":"Stephen Verderber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08751349368830309,"gpt":0.374262177804993,"spread":0.28674868411669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01952361,0.0003750285,0.0004935335,0.000947346,0.01310328,0.01198414,0.001827604,0.007053656,0.007589834],"category_scores_gemma":[0.01306874,0.0003159395,0.0006335178,0.001230029,0.0211129,0.01118637,0.01227687,0.007008887,0.0008803316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008537572,"about_ca_system_score_gemma":0.01915148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01770101,"about_ca_topic_score_gemma":0.04538108,"domain_scores_codex":[0.9848558,0.01136253,0.0002848334,0.0009408027,0.001278222,0.001277867],"domain_scores_gemma":[0.9849531,0.009022999,0.0008016975,0.001119704,0.00200452,0.002098006],"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":[0.00006081079,0.00006361827,0.001211158,0.0002934426,0.000008800181,0.0003036749,0.06081762,0.0001027616,0.0003442932,0.857946,0.03904662,0.03980127],"study_design_scores_gemma":[0.00003084385,0.0001552029,0.001483795,0.001074127,0.00002057632,0.0003872955,0.06319541,0.0001974802,0.0003405438,0.07254404,0.8605111,0.00005961886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06920098,0.03107874,0.01359313,0.6890484,0.008967767,0.0001469475,0.00005713015,0.000116682,0.1877903],"genre_scores_gemma":[0.7849909,0.01216277,0.0208515,0.1392245,0.001949061,0.0005354609,0.00005435398,0.0001071009,0.04012451],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01952361,"threshold_uncertainty_score":0.1032519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417120131","doi":"10.1177/19375867251401215","title":"Bridging the Research-to-Practice Divide in Healthcare Design","year":2025,"lang":"en","type":"article","venue":"HERD Health Environments Research & Design Journal","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan College","funders":"","keywords":"Bridging (networking); Health care; Evidence-based design; Qualitative research; Universal design; Healthcare system","authors":[{"name":"Vanessa Lambert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8583310299712531,"gpt":0.7583653311936889,"spread":0.09996569877756423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3645738,0.002092548,0.00328675,0.01082585,0.01453364,0.0425268,0.006879557,0.01970542,0.01157363],"category_scores_gemma":[0.3705065,0.003219357,0.001600378,0.004629595,0.1022182,0.05413385,0.03992243,0.01859649,0.001732265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02549323,"about_ca_system_score_gemma":0.06149449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003825676,"about_ca_topic_score_gemma":0.005208039,"domain_scores_codex":[0.5990237,0.3415451,0.01035659,0.01208228,0.03024932,0.006743037],"domain_scores_gemma":[0.2566334,0.6964341,0.009322859,0.01860846,0.01104933,0.007951755],"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":[0.000163894,0.0006277757,0.005226615,0.002114837,0.0001398983,0.0001409853,0.05107825,0.00179368,0.0003531836,0.8155979,0.005891814,0.1168711],"study_design_scores_gemma":[0.0002476267,0.0003778626,0.001758079,0.004098991,0.00006893258,0.0002026434,0.03355818,0.003773925,0.0007544374,0.9109349,0.04414364,0.00008075692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04707375,0.03117845,0.1946284,0.6475787,0.002146757,0.0006174634,0.00008488069,0.000256874,0.07643479],"genre_scores_gemma":[0.8783429,0.009077925,0.06443054,0.04075313,0.001716336,0.002006732,0.00005193701,0.0002712969,0.003349205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3645738,"threshold_uncertainty_score":0.7835936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415928101","doi":"10.1177/19375867251392051","title":"A Quarter Century of Evidence-Based Design and Restoring the Influence of Architects","year":2025,"lang":"en","type":"editorial","venue":"HERD Health Environments Research & Design Journal","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Architecture; Work (physics); Evidence-based design; Architectural design; Craft","authors":[{"name":"Ellen Taylor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1923832220465087,"gpt":0.3732132771790267,"spread":0.180830055132518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04324929,0.002596361,0.003438091,0.005999448,0.004520732,0.01803795,0.004694095,0.02154471,0.01401227],"category_scores_gemma":[0.1575489,0.001296646,0.002478804,0.00276243,0.01313402,0.009216143,0.004398166,0.02294277,0.004664359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005089126,"about_ca_system_score_gemma":0.01293889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003282872,"about_ca_topic_score_gemma":0.01104776,"domain_scores_codex":[0.9713117,0.01079637,0.003113568,0.001864783,0.01189515,0.001018476],"domain_scores_gemma":[0.7580056,0.1840573,0.00415989,0.006485391,0.03930705,0.007984817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003913783,0.00001597399,0.00002682378,0.0007658037,0.00004216766,0.00006652657,0.0002053161,0.00004725437,0.000038955,0.005130258,0.9756242,0.01799761],"study_design_scores_gemma":[0.00004378903,0.00001649505,0.00007576262,0.001955888,0.00004850042,0.00006419474,0.0002489872,0.00008061213,0.00007241774,0.009030869,0.9883403,0.00002227355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005247609,0.02445306,0.0004652178,0.1060002,0.8667456,0.0000187919,0.0000298945,0.00004415653,0.002190737],"genre_scores_gemma":[0.001692608,0.02616909,0.0007186691,0.04855042,0.9147125,0.00005841376,0.00002392406,0.00008347785,0.007990899],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04324929,"threshold_uncertainty_score":0.2287269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}