{"id":"W2071908310","doi":"10.4236/ce.2014.521208","title":"How Do Graduates of Longitudinal Integrated Clerkships Fare on the Medical Council of Canada Qualifying Exam Part ll?","year":2014,"lang":"en","type":"article","venue":"Creative Education","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria; University of Calgary","funders":"","keywords":"Medical school; Medical education; Longitudinal study; Medicine; Family medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002350027,0.000167388,0.0003439634,0.00004243223,0.000473254,0.000008980004,0.0002618018,0.0001580651,0.0007755309],"category_scores_gemma":[0.01012088,0.0001067121,0.00003762934,0.0003511533,0.0001734569,0.00006820183,0.00003778769,0.0005359469,0.00001082642],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456078,"about_ca_system_score_gemma":0.01484119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2452133,"about_ca_topic_score_gemma":0.2517699,"domain_scores_codex":[0.9963775,0.001406896,0.0005536189,0.0002393963,0.001053501,0.0003690997],"domain_scores_gemma":[0.9942823,0.002700458,0.0005949631,0.0003772639,0.001838044,0.0002069632],"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":[0.000273483,0.0004473046,0.2318642,0.001151457,0.00009898027,9.430513e-7,0.02907711,0.00001219091,0.00004209318,0.1248195,0.5930225,0.01919017],"study_design_scores_gemma":[0.0008464978,0.0004836165,0.2015289,0.01009828,0.00008302209,0.000002435866,0.350174,0.0003304783,0.001259154,0.004670028,0.4301194,0.0004041409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.941162,0.000372553,0.0001143523,0.02532364,0.00151939,0.0007694397,0.00004224314,0.00002722024,0.03066911],"genre_scores_gemma":[0.9934219,0.00005922845,0.00007129872,0.0008835065,0.0003431006,0.0001534013,0.00005883062,0.00001611146,0.004992632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3210969,"threshold_uncertainty_score":0.9982173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1594542997219673,"score_gpt":0.4141292188618172,"score_spread":0.2546749191398499,"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."}}