{"id":"W4254774948","doi":"10.1097/acm.0b013e3181eab8bd","title":"University of Ottawa Faculty of Medicine","year":2010,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Scholarship; Stipend; Medicine; Political science; Sociology; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001449711,0.001174661,0.001216004,0.002198538,0.003666463,0.008351872,0.001673677,0.002535819,0.6291316],"category_scores_gemma":[0.006382258,0.0008641359,0.000743422,0.001983094,0.001847136,0.002395404,0.003298581,0.002528887,0.3048196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01066319,"about_ca_system_score_gemma":0.0241494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1350728,"about_ca_topic_score_gemma":0.3129396,"domain_scores_codex":[0.9969226,0.0003193104,0.000225613,0.0006384436,0.001353744,0.000540401],"domain_scores_gemma":[0.9942801,0.0004595531,0.0001961398,0.0004623884,0.002630962,0.001970783],"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":[0.0002124444,0.00005585186,0.001997094,0.0005600085,0.00002815635,0.0005535989,0.0002271458,0.0001395783,0.0004008886,0.01096585,0.8637738,0.1210856],"study_design_scores_gemma":[0.00002540946,0.00002653482,0.002062656,0.0004114459,0.00001197665,0.0002778175,0.0002061678,0.00005555794,0.0001667407,0.0007520525,0.9959753,0.00002839173],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002772907,0.01895283,0.001206977,0.01964929,0.007236572,0.0003677462,0.01659567,0.0009533386,0.9322647],"genre_scores_gemma":[0.01015957,0.01005507,0.001520333,0.003031876,0.0005323826,0.0001331458,0.004776245,0.0003472805,0.969444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6291316,"threshold_uncertainty_score":0.5289987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02998384140526228,"score_gpt":0.3572363899736704,"score_spread":0.3272525485684081,"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."}}