{"id":"W2069474981","doi":"10.1176/appi.ap.33.3.241","title":"Understanding the Challenges of Integrating Scientists and Clinical Teachers in Psychiatry Education: Findings from an Innovative Faculty Development Program","year":2009,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"General partnership; Medical education; Faculty development; Psychology; Professional development; Medicine; Political science","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":[0.04350892,0.0004796218,0.0005495114,0.001634211,0.02079087,0.01195371,0.003807477,0.00404552,0.003011288],"category_scores_gemma":[0.0659485,0.0006731011,0.000647014,0.001815721,0.008864595,0.005610273,0.02100453,0.009496749,0.0003510989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01474191,"about_ca_system_score_gemma":0.1044496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01760096,"about_ca_topic_score_gemma":0.06433178,"domain_scores_codex":[0.9725674,0.01578324,0.0006194084,0.001261721,0.005029456,0.004738724],"domain_scores_gemma":[0.8963663,0.0477286,0.008173869,0.003365797,0.01206553,0.03229985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006694372,0.01350247,0.1255834,0.0005117816,0.0001178572,0.001263635,0.6323097,0.0004862015,0.003377293,0.01002993,0.01577844,0.1963699],"study_design_scores_gemma":[0.0004144634,0.001316623,0.09161678,0.0003768566,0.0001192406,0.0002837744,0.8630235,0.0004693584,0.002332687,0.005967632,0.03400157,0.00007755889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593881,0.0003660871,0.0010112,0.03253362,0.0002097999,0.0003761495,0.0000369683,0.00003368501,0.00604431],"genre_scores_gemma":[0.9827026,0.000677189,0.004038753,0.008809766,0.00009592719,0.0005261743,0.00005405263,0.00002346581,0.003072035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04350892,"threshold_uncertainty_score":0.2301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3266330738095367,"score_gpt":0.532601306299071,"score_spread":0.2059682324895343,"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."}}