{"id":"W2199900503","doi":"10.1016/j.cjca.2015.07.091","title":"IMPLEMENTATION OF AN ENDOSCOPIC RADIAL HARVEST PROGRAM: IMPACT OF LEARNING CURVE AND SURGICAL EXPERTISE","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Radial artery; Bypass grafting; Artery; Surgery; Ischemia; Learning curve; Coronary artery bypass surgery; Cardiac surgery; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002793191,0.0003453001,0.0004714019,0.0006280317,0.0007327523,0.001788486,0.0008871125,0.0007460361,0.007780371],"category_scores_gemma":[0.01746556,0.0001770747,0.0007609399,0.0005592768,0.0004021372,0.002551598,0.00135181,0.001295085,0.0005857669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346506,"about_ca_system_score_gemma":0.005719875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003028091,"about_ca_topic_score_gemma":0.007425968,"domain_scores_codex":[0.9977484,0.0003952385,0.0002469328,0.000333548,0.0006133401,0.0006624425],"domain_scores_gemma":[0.9817187,0.005650663,0.002997718,0.000503292,0.001405259,0.007724373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007351801,0.01612502,0.7079419,0.0002595482,0.0003713134,0.0008972018,0.001248349,0.003262997,0.001620448,0.000451809,0.002646836,0.2578228],"study_design_scores_gemma":[0.0004591047,0.01396559,0.9747444,0.0001947349,0.0001160814,0.0008930006,0.002583101,0.003312203,0.0005997524,0.0005964413,0.002462484,0.00007307128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961597,0.0002462889,0.0003059816,0.0008026956,0.00005642581,0.00005328976,0.0000823339,0.00002640124,0.002266835],"genre_scores_gemma":[0.9976045,0.0002148003,0.0008253258,0.000263148,0.00009156863,0.00004075687,0.0001832888,0.00001851635,0.0007581001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007780371,"threshold_uncertainty_score":0.02602792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902939850250868,"score_gpt":0.3442877691532978,"score_spread":0.3152583706507891,"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."}}