{"id":"W3185283782","doi":"10.1080/0142159x.2021.1956681","title":"Ottawa 2020 consensus statements for programmatic assessment – 2. Implementation and practice","year":2021,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University; The Wilson Centre; University of Toronto","funders":"Flinders University; McMaster University","keywords":"Implementation; Thematic analysis; Curriculum; Culture change; Medical education; Engineering ethics; Psychology; Political science; Management science; Qualitative research; Pedagogy; Sociology; Medicine; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2616796,0.002170218,0.003743976,0.01322969,0.008999826,0.01186744,0.01880019,0.01852861,0.01538715],"category_scores_gemma":[0.4006269,0.004435434,0.009555711,0.01110797,0.01017076,0.00449993,0.01226752,0.01859359,0.009221313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06882627,"about_ca_system_score_gemma":0.2448655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.256477,"about_ca_topic_score_gemma":0.2363275,"domain_scores_codex":[0.64825,0.1663266,0.09811223,0.007778751,0.06750756,0.0120249],"domain_scores_gemma":[0.4531595,0.1685351,0.03202585,0.02113733,0.3056905,0.01945169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005947967,0.0001812846,0.002051964,0.02888028,0.0004277474,0.0003516432,0.007201221,0.002198177,0.0006064713,0.05575128,0.7749571,0.1267981],"study_design_scores_gemma":[0.0003984031,0.0001065891,0.005089323,0.04580981,0.0003331908,0.0002445236,0.003148598,0.000939087,0.0008642987,0.02176698,0.9208748,0.0004242951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.005500359,0.05155683,0.1161973,0.4518074,0.06395896,0.08612591,0.04424066,0.002376047,0.1782367],"genre_scores_gemma":[0.06854576,0.02558351,0.5400279,0.07685997,0.002658858,0.1699789,0.03408969,0.001338002,0.08091735],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2616796,"threshold_uncertainty_score":0.9104806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04509686460435283,"score_gpt":0.5102844055407094,"score_spread":0.4651875409363566,"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."}}