{"id":"W2916533924","doi":"","title":"Building research culture and capacity in academic family medicine departments: Insights from a simulation workshop.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Centre for Family Medicine; Western University","funders":"","keywords":"CLARITY; Context (archaeology); Relevance (law); Medical education; Qualitative research; Qualitative property; Medicine; Psychology; Computer science; Political science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05952925,0.0007869341,0.0005232989,0.001324025,0.01483431,0.01008184,0.004683934,0.003926559,0.003362464],"category_scores_gemma":[0.07051137,0.0009575616,0.0009449557,0.001054351,0.01263164,0.006606205,0.01918103,0.005270523,0.0006866526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01149301,"about_ca_system_score_gemma":0.02238992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004219984,"about_ca_topic_score_gemma":0.01047921,"domain_scores_codex":[0.9247845,0.06740849,0.0008256879,0.001208333,0.001781894,0.003990998],"domain_scores_gemma":[0.9060439,0.06118771,0.004647627,0.003515868,0.003109089,0.02149585],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002026394,0.001043906,0.01360667,0.0004660544,0.00004347841,0.002575299,0.94253,0.0007487485,0.0008929282,0.005213841,0.006978664,0.02569773],"study_design_scores_gemma":[0.00008557361,0.0004686939,0.006906537,0.0006373415,0.00002734964,0.001065978,0.9326236,0.0005442412,0.001047498,0.003170152,0.05332955,0.00009337679],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393933,0.002030826,0.007249731,0.02976624,0.0004466217,0.0006079322,0.0001281912,0.0001196374,0.02025767],"genre_scores_gemma":[0.9903156,0.0008490662,0.003909437,0.002090681,0.00006088084,0.0004040338,0.00005209089,0.00003350275,0.002284552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9404708,"threshold_uncertainty_score":0.3148246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4226868723388171,"score_gpt":0.481856604045093,"score_spread":0.05916973170627587,"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."}}