{"id":"W3095210635","doi":"10.1016/j.jtcvs.2020.10.111","title":"Commentary: Protect, prevent, prolong…","year":2020,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Collateralization; Percutaneous coronary intervention; Conventional PCI; Cardiology; Myocardial infarction; Internal medicine; Revascularization; Coronary artery disease; Artery; Angioplasty","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":[0.004718891,0.001169162,0.001716155,0.0008919137,0.005890755,0.005109142,0.002204247,0.08938342,0.01326716],"category_scores_gemma":[0.04426223,0.00110289,0.001563457,0.0008746206,0.003190529,0.003919118,0.001974563,0.05652295,0.01208325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005915058,"about_ca_system_score_gemma":0.01229268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01267988,"about_ca_topic_score_gemma":0.02233877,"domain_scores_codex":[0.9955108,0.001133515,0.000563306,0.0005628762,0.001349147,0.0008803983],"domain_scores_gemma":[0.9850791,0.007101079,0.001029611,0.0003377799,0.002766971,0.003685506],"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":[0.00004258184,0.00001543196,0.0002631875,0.0000430181,0.00001119016,0.0004463165,0.0000759898,0.00002269953,0.00005546288,0.0008403038,0.9960402,0.002143547],"study_design_scores_gemma":[0.0001751973,0.0000696022,0.001155375,0.0004124602,0.00006077961,0.000928651,0.0004924733,0.0002847872,0.0001283234,0.004405816,0.9918146,0.00007201297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001737856,0.0006039486,0.0000327106,0.9626153,0.0339754,0.0000117798,0.00006283222,0.00001726852,0.00250705],"genre_scores_gemma":[0.001454555,0.0004748366,0.0000820787,0.9481202,0.04238764,0.00003991599,0.00002790343,0.00001436293,0.007398543],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08938342,"threshold_uncertainty_score":0.04438305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02866260625684973,"score_gpt":0.2848734385866321,"score_spread":0.2562108323297823,"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."}}