{"id":"W6921128059","doi":"10.6084/m9.figshare.24079660","title":"Additional file 4 of Evaluating the impact of continuing professional development courses on physician behavioral intention: a pre-post study with follow-up at six months","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"","keywords":"Continuing professional development; Professional development; Data collection; MEDLINE; Continuing education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002342935,0.000898214,0.001575279,0.00164588,0.001478697,0.001124174,0.002010464,0.001365724,0.7914779],"category_scores_gemma":[0.03900514,0.000563425,0.001550603,0.00204924,0.0003091673,0.00168136,0.0009811574,0.001324753,0.0955594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534342,"about_ca_system_score_gemma":0.00263294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02138646,"about_ca_topic_score_gemma":0.02837034,"domain_scores_codex":[0.9990176,0.000251336,0.0001929837,0.0001449639,0.0002275346,0.0001655991],"domain_scores_gemma":[0.9655409,0.02417749,0.002932408,0.001851418,0.004367721,0.001129929],"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":[0.003484734,0.002760598,0.01889959,0.00340967,0.000223034,0.000124546,0.000286583,0.0005449965,0.00007087915,0.0007830701,0.9346677,0.03474465],"study_design_scores_gemma":[0.06248812,0.005959099,0.6091983,0.007596609,0.001343674,0.000773619,0.003393849,0.005638691,0.001846818,0.01002496,0.2912375,0.0004987434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00509663,0.00004227189,0.000305899,0.0002690133,0.00007903479,0.001195242,0.9897382,0.0002145784,0.003059213],"genre_scores_gemma":[0.116558,0.0003005879,0.00869049,0.00169099,0.0003179645,0.03974191,0.7691724,0.0007804289,0.06274725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7914779,"threshold_uncertainty_score":0.2974315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.087439388695252,"score_gpt":0.3996051576437487,"score_spread":0.3121657689484967,"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."}}