{"id":"W77527182","doi":"10.32920/ryerson.14640219","title":"The relationship between CABG patient characteristics and perceived learning needs: a secondary analysis","year":2021,"lang":"en","type":"article","venue":"","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"University of Toronto; University Health Network","keywords":"Descriptive statistics; Psychology; Randomized controlled trial; Significant difference; Medicine; Medical education; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003755016,0.0003222042,0.001036696,0.00231665,0.0006670684,0.00064218,0.0004537905,0.0005249763,0.006743202],"category_scores_gemma":[0.007725732,0.0002799714,0.001507695,0.00192453,0.0005082587,0.0006530163,0.0009606933,0.000907251,0.0005241295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007639509,"about_ca_system_score_gemma":0.001285061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001881278,"about_ca_topic_score_gemma":0.002383556,"domain_scores_codex":[0.9976195,0.001027582,0.0003945348,0.0001833905,0.000472751,0.0003023132],"domain_scores_gemma":[0.9897969,0.006004523,0.00210423,0.0003562862,0.001001281,0.0007367367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002176046,0.001547095,0.9882926,0.0002974533,0.0003455146,0.0001374688,0.001121401,0.0001018981,0.000307114,0.00005861232,0.0003473207,0.005267504],"study_design_scores_gemma":[0.0002911689,0.004268503,0.9910645,0.00007035793,0.0002760934,0.000216882,0.002478417,0.0004702256,0.0002473736,0.00007872848,0.0005156094,0.00002213216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981638,0.0001023012,0.0001462153,0.00004429594,0.000004309158,0.0002866221,0.000671376,0.000003146199,0.0005780192],"genre_scores_gemma":[0.9984673,0.00005290211,0.0002151007,0.00004674079,0.000009585433,0.0004800647,0.0004249284,0.000002660053,0.0003006315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006743202,"threshold_uncertainty_score":0.02255821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486992283204409,"score_gpt":0.2678807741768632,"score_spread":0.2330108513448191,"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."}}