{"id":"W2996273883","doi":"10.1186/s12909-019-1890-6","title":"Advancing the understanding of research during medical education through collaborative learning: the Collaboration of Practitioners and Researchers Seminar Series","year":2019,"lang":"en","type":"letter","venue":"BMC Medical Education","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medical education; Graduate students; Graduate medical education; Medicine; Translational research; Graduate education; Value (mathematics); Psychology","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":[0.02886122,0.0003639799,0.0003832435,0.0007952868,0.006346916,0.004509165,0.001358472,0.006220523,0.009132375],"category_scores_gemma":[0.08116536,0.0004748229,0.0005165898,0.0004552512,0.004389334,0.00393702,0.008759599,0.009539488,0.002418642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002592239,"about_ca_system_score_gemma":0.007297664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377207,"about_ca_topic_score_gemma":0.003267567,"domain_scores_codex":[0.9734528,0.02014718,0.0009895063,0.0009505313,0.003022684,0.001437231],"domain_scores_gemma":[0.9131852,0.04677515,0.005950111,0.003123076,0.01032864,0.02063784],"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":[0.0003813383,0.001097453,0.02227717,0.001039928,0.00004897342,0.01851938,0.2082665,0.0002310643,0.006077518,0.007618358,0.5046796,0.2297627],"study_design_scores_gemma":[0.0001330095,0.000995656,0.01342591,0.001687826,0.00004039662,0.01425084,0.2204011,0.0008806516,0.00159821,0.01119652,0.7352358,0.000154043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06828608,0.003028209,0.005296848,0.8818358,0.01364567,0.0003756438,0.00005288852,0.0002845268,0.02719425],"genre_scores_gemma":[0.6224418,0.006692749,0.01891733,0.2979622,0.01462084,0.001154434,0.00008481262,0.0002027427,0.03792306],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02886122,"threshold_uncertainty_score":0.1526345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1851264861820484,"score_gpt":0.5203517048976315,"score_spread":0.3352252187155831,"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."}}