{"id":"W2473695121","doi":"","title":"Comparison of third-year student performance in a twelve-month longitudinal ambulatory program with performance in traditional clerkship curriculum.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Innovations in Medical Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ambulatory; Curriculum; Medicine; Medical school; Longitudinal study; Medical education; Family medicine; Educational program; Psychology; Pedagogy; Surgery; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.000917403,0.0002134292,0.0002244209,0.0006169369,0.0003690356,0.0004604395,0.0003343455,0.0003000663,0.001610718],"category_scores_gemma":[0.002330238,0.0001124948,0.0002561319,0.0004392674,0.0001954634,0.0003026885,0.0006287654,0.0003993198,0.0003720089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008875246,"about_ca_system_score_gemma":0.001114193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01015303,"about_ca_topic_score_gemma":0.01302091,"domain_scores_codex":[0.9994417,0.0001087465,0.00003381039,0.00006622211,0.0001495701,0.0002000244],"domain_scores_gemma":[0.9961609,0.0002810348,0.0006660292,0.00007992454,0.0005200987,0.002291994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001770984,0.002110186,0.9812143,0.00002216769,0.00006070527,0.00005915608,0.0005498774,0.00008861555,0.0009692532,0.00001716944,0.0003217415,0.01281585],"study_design_scores_gemma":[0.0000302148,0.001671993,0.9975562,0.000004028402,0.000009283266,0.00002853704,0.0002479577,0.0001370524,0.0001898067,0.000003547371,0.000118433,0.000002961405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997987,0.00001565324,0.00001015552,0.00000780797,0.00000313512,0.000004447468,0.00003423262,0.000001616221,0.0001243029],"genre_scores_gemma":[0.9994947,0.00001802336,0.00002930574,0.000008268808,0.000002806757,0.000005875469,0.0001828454,0.000001036666,0.0002569872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01015303,"threshold_uncertainty_score":0.02018785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467968370913079,"score_gpt":0.3328125571943616,"score_spread":0.2860157201030537,"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."}}