{"id":"W3204048660","doi":"10.1111/medu.14674","title":"Relationships, continuity and time in health professions education","year":2021,"lang":"en","type":"letter","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Health professions; Psychology; Medical education; Pedagogy; Medicine; Health care; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00770675,0.0002844143,0.000569822,0.0003902962,0.01389168,0.00595316,0.001572901,0.04952319,0.007629629],"category_scores_gemma":[0.02009531,0.0005800964,0.0006227345,0.0004861119,0.01197313,0.009088167,0.004847924,0.03357516,0.001911334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008545018,"about_ca_system_score_gemma":0.01357112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04038746,"about_ca_topic_score_gemma":0.09933753,"domain_scores_codex":[0.9934784,0.00336597,0.0003890107,0.000535237,0.001086132,0.001145185],"domain_scores_gemma":[0.9831706,0.01136576,0.0009711487,0.000350135,0.001139344,0.003003082],"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":[0.00009131543,0.00009265778,0.0045399,0.0001133904,0.00001663299,0.007636335,0.01156878,0.0001399612,0.0003787288,0.05911138,0.8831895,0.03312142],"study_design_scores_gemma":[0.00008420103,0.00009540872,0.004536245,0.0005727576,0.00001461218,0.004138406,0.03275932,0.0004542663,0.0001985369,0.05209832,0.9049725,0.00007548703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001407805,0.0009369943,0.00005442948,0.9915273,0.00168819,0.000003904269,0.000004699425,0.00000355604,0.004373173],"genre_scores_gemma":[0.03591781,0.001154382,0.0002035248,0.9449343,0.005331411,0.000036503,0.000006228089,0.00001331977,0.01240252],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04952319,"threshold_uncertainty_score":0.08030474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298401306906846,"score_gpt":0.380844740001703,"score_spread":0.3578607269326346,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}