{"id":"W2341540956","doi":"10.14797/mdcj-12-1-14","title":"Minimally Invasive Multivessel Coronary Surgery and Hybrid Coronary Revascularization: Can We Routinely Achieve Less Invasive Coronary Surgery?","year":2016,"lang":"en","type":"review","venue":"Methodist DeBakey Cardiovascular Journal","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Revascularization; Perioperative; Percutaneous coronary intervention; Cardiology; Internal medicine; Coronary artery disease; Thoracotomy; Artery; Surgery; 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":[0.003631995,0.0005120029,0.000952389,0.0008829251,0.0006435319,0.002962835,0.001182817,0.003992511,0.006147131],"category_scores_gemma":[0.01018049,0.0001913674,0.0006552287,0.0006489717,0.002617604,0.006208905,0.001798053,0.00538784,0.001849721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000734986,"about_ca_system_score_gemma":0.002573114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144079,"about_ca_topic_score_gemma":0.0026263,"domain_scores_codex":[0.9981559,0.0005630999,0.0001829513,0.0002610455,0.000612018,0.0002249664],"domain_scores_gemma":[0.9946582,0.002428865,0.0007819402,0.0002134661,0.000735189,0.001182361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002901472,0.0003898916,0.006673377,0.003769449,0.0001328428,0.0008834063,0.0005099702,0.0003219411,0.001389568,0.02699096,0.08813194,0.8705166],"study_design_scores_gemma":[0.0002534277,0.001176465,0.02941219,0.01602152,0.0003030983,0.008530369,0.003763777,0.001240033,0.001169142,0.09481588,0.843047,0.0002670621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01083829,0.5840529,0.005103633,0.3768249,0.008973044,0.0000373508,0.00009067475,0.0001568184,0.01392247],"genre_scores_gemma":[0.1329975,0.684561,0.01761441,0.1177598,0.03967589,0.0001645724,0.0003200259,0.0001106837,0.00679609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006147131,"threshold_uncertainty_score":0.02056414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0649159663400692,"score_gpt":0.3050713323689385,"score_spread":0.2401553660288693,"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."}}