{"id":"W4307024190","doi":"10.1016/j.cjca.2022.08.064","title":"ONE-YEAR OUTCOMES IN PATIENTS WHO UNDERWENT CORONARY INTRAVASCULAR SHOCKWAVE LITHOTRIPSY FOR HIGHLY-CALCIFIED CORONARY LESIONS","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Myocardial infarction; Cohort; Angina; Unstable angina; Retrospective cohort study; Revascularization; Surgery; Lithotripsy; Stent; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004753062,0.0003746442,0.0007296052,0.0009949475,0.0007432395,0.001254065,0.0004935217,0.001156418,0.002488242],"category_scores_gemma":[0.002436733,0.0003639421,0.001939309,0.00103029,0.0003988724,0.001076217,0.0009943339,0.001606058,0.0003018824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007453922,"about_ca_system_score_gemma":0.0006418408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007222708,"about_ca_topic_score_gemma":0.008684262,"domain_scores_codex":[0.9995425,0.00004525305,0.00005159265,0.00009043091,0.00006090892,0.0002093669],"domain_scores_gemma":[0.9985262,0.0002473865,0.0005472335,0.00008863542,0.0001385949,0.0004519713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009024282,0.0001069069,0.9963778,0.00002901347,0.0003075745,0.0003357613,0.00008210068,0.0001397421,0.000146679,0.0000586925,0.0001797951,0.001333489],"study_design_scores_gemma":[0.00003566006,0.0003311271,0.9981847,0.00001897994,0.0001697338,0.0003961232,0.0003423214,0.0002031997,0.000034477,0.0001090094,0.0001537866,0.00002082455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981897,0.0004973752,0.00005359576,0.00008705351,0.00003048617,0.000007265381,0.0005045847,0.000003264449,0.0006266228],"genre_scores_gemma":[0.9983336,0.000242696,0.00002680733,0.00005876981,0.00005186963,0.000007576743,0.001020586,0.000002028712,0.0002559648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007222708,"threshold_uncertainty_score":0.01436132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03185258156971137,"score_gpt":0.2702907520686359,"score_spread":0.2384381704989245,"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."}}