{"id":"W1967006624","doi":"10.1002/chp.21166","title":"The Practicum Script Concordance Test: An Online Continuing Professional Development Format to Foster Reflection on Clinical Practice","year":2013,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; College of Family Physicians of Canada","funders":"","keywords":"Practicum; Concordance; Test (biology); Medical education; Interim; Competence (human resources); Professional development; TUTOR; Continuing professional development; Psychology; Medicine; Pedagogy; Social psychology","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":[0.01765735,0.0006610589,0.0006755128,0.001947331,0.0007756401,0.001143755,0.001664273,0.0006386802,0.008496463],"category_scores_gemma":[0.05646981,0.0004208321,0.0004324604,0.001450676,0.0006046967,0.001017002,0.002031383,0.001035972,0.001950196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007821811,"about_ca_system_score_gemma":0.003659288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006961759,"about_ca_topic_score_gemma":0.0017644,"domain_scores_codex":[0.9855036,0.01004619,0.001181899,0.0006905423,0.002133731,0.0004442105],"domain_scores_gemma":[0.9454107,0.02879493,0.007462832,0.004597406,0.00911201,0.004622113],"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":[0.001265309,0.007255619,0.03368442,0.0007062433,0.00004737694,0.000436816,0.006883214,0.001072198,0.004407325,0.0008410559,0.05080272,0.8925979],"study_design_scores_gemma":[0.005056966,0.02122732,0.601324,0.00250407,0.000183146,0.004720561,0.01221788,0.04202327,0.04096962,0.01099361,0.2580756,0.0007040652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7028344,0.0005515102,0.1727851,0.005230049,0.001235695,0.05117745,0.003946677,0.00684484,0.05539429],"genre_scores_gemma":[0.4147367,0.0005570783,0.534028,0.0008443281,0.0002870572,0.03677734,0.002020061,0.0003629749,0.01038655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01765735,"threshold_uncertainty_score":0.09338206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082182630123856,"score_gpt":0.5215111941216675,"score_spread":0.4132929311092818,"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."}}