{"id":"W2414643953","doi":"","title":"Is hybrid coronary revascularization favored by cardiologists or cardiac surgeons?","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Revascularization; Bypass grafting; Myocardial revascularization; Artery; Cardiology; Internal medicine; Myocardial infarction","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":[0.001266958,0.00007416105,0.0001692871,0.000811676,0.0004135082,0.000688266,0.0002451929,0.0005523586,0.003036931],"category_scores_gemma":[0.008984618,0.0001454788,0.0001315842,0.0007675758,0.0005374118,0.0007028945,0.0004028921,0.0003643524,0.0003558048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001746242,"about_ca_system_score_gemma":0.0003219641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00276587,"about_ca_topic_score_gemma":0.004301987,"domain_scores_codex":[0.9988225,0.0005457446,0.0001037209,0.0001253875,0.000187612,0.0002149855],"domain_scores_gemma":[0.9893416,0.00407996,0.005085675,0.0002379053,0.0006132603,0.0006415165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003514111,0.00002087941,0.9954253,0.0000112825,0.00000893842,0.00006267825,0.001058951,0.000005517183,0.0001252844,0.00003827413,0.00007816244,0.003129602],"study_design_scores_gemma":[0.000005842958,0.00009762152,0.9895537,0.00001918381,0.00001382601,0.0006692733,0.008966673,0.00007578426,0.00006709882,0.00005258903,0.0004741136,0.000004199191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986904,0.0001855594,0.00004597163,0.0003458236,0.000004649674,0.000003140608,0.00005401997,6.038368e-7,0.0006698444],"genre_scores_gemma":[0.9994499,0.0001785701,0.00005069067,0.0001575934,0.00002069136,0.000005058426,0.00003857634,5.104208e-7,0.00009844061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003036931,"threshold_uncertainty_score":0.01015961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03154426720481095,"score_gpt":0.2306482192010863,"score_spread":0.1991039519962754,"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."}}