{"id":"W4399726062","doi":"10.46747/cfp.7006426","title":"Complexities of continuing medical education ignited a passion for research","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; McMaster University","funders":"","keywords":"Passion; Continuing medical education; Continuing education; Psychology; Medical education; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.05816492,0.0008853396,0.001310669,0.00205636,0.006377706,0.01690274,0.003283832,0.02282721,0.03728496],"category_scores_gemma":[0.1046232,0.0006137436,0.001541178,0.001875408,0.0249446,0.02655973,0.01027055,0.03758841,0.008393393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0127084,"about_ca_system_score_gemma":0.02423993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008706663,"about_ca_topic_score_gemma":0.01276457,"domain_scores_codex":[0.9739882,0.01207626,0.001270188,0.002092637,0.008475942,0.002096784],"domain_scores_gemma":[0.8428952,0.09189146,0.004198931,0.01163564,0.02880626,0.02057263],"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":[0.00006999633,0.00005188824,0.0002397431,0.0004383621,0.0000234945,0.000142675,0.001121422,0.0001435232,0.0002281461,0.3064588,0.6263981,0.06468391],"study_design_scores_gemma":[0.0000247983,0.00006044154,0.0002853471,0.000955015,0.000006294257,0.0001727435,0.001753082,0.0001538,0.0001031197,0.05462355,0.9418271,0.00003469913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.000314685,0.01213583,0.000923179,0.9651707,0.01407573,0.00001576821,0.00004515482,0.00005662236,0.00726229],"genre_scores_gemma":[0.04572587,0.04270888,0.009511647,0.7987886,0.07522058,0.0002056486,0.0002652872,0.0003402155,0.02723326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05816492,"threshold_uncertainty_score":0.3076092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2446123975707167,"score_gpt":0.4875195822327442,"score_spread":0.2429071846620275,"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."}}