{"id":"W3207254966","doi":"10.1016/j.cjca.2021.07.054","title":"REAL-WORLD OUTCOMES IN TREATMENT OF HIGHLY CALCIFIED CORONARY LESIONS WITH INTRAVASCULAR SHOCKWAVE LITHOTRIPSY","year":2021,"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; Mace; Myocardial infarction; TIMI; Angina; Cardiology; Complication; Stent; Acute coronary syndrome; Internal medicine; Interventional cardiology; Population; Conventional PCI","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":[0.001450657,0.000262519,0.0007063288,0.0006447103,0.0004503235,0.001452948,0.000460589,0.001071141,0.002356782],"category_scores_gemma":[0.009657192,0.0001712832,0.001288614,0.001052427,0.0005189741,0.000985395,0.0008563778,0.00127197,0.0003027675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001386035,"about_ca_system_score_gemma":0.000634104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004426289,"about_ca_topic_score_gemma":0.005138336,"domain_scores_codex":[0.9982646,0.000607826,0.0002613031,0.0002794628,0.0002420236,0.0003447185],"domain_scores_gemma":[0.9933439,0.001952861,0.002852498,0.0003422057,0.0005406687,0.0009677042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004811,0.0005073379,0.9764388,0.0002173318,0.001170454,0.0005601005,0.0003977801,0.001361191,0.0002270801,0.000311576,0.001616598,0.01238075],"study_design_scores_gemma":[0.0001625499,0.001523707,0.9934925,0.00008361498,0.0003275523,0.0008102939,0.0007701147,0.001402159,0.0001074651,0.0003824188,0.0008755678,0.00006193014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962783,0.0008517596,0.0001989466,0.00031583,0.00002188084,0.00001873237,0.001552761,0.000008064295,0.0007536373],"genre_scores_gemma":[0.9982105,0.0002055468,0.0001036892,0.00005588255,0.00002975328,0.00001405855,0.001301892,0.000004509761,0.00007408341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004426289,"threshold_uncertainty_score":0.01005644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073474267902061,"score_gpt":0.2904338963411611,"score_spread":0.2596991536621405,"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."}}