{"id":"W3196306297","doi":"10.1016/j.ihj.2021.09.002","title":"Real-world outcomes in treatment of highly calcified coronary lesions with intravascular shockwave lithotripsy","year":2021,"lang":"en","type":"article","venue":"Indian Heart Journal","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Lithotripsy; Mace; TIMI; Intravascular ultrasound; Restenosis; Complication; Stenosis; Stent; Cardiology; Radiology; Internal medicine; Myocardial infarction; Surgery; Percutaneous coronary intervention","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001291961,0.0001589578,0.0005150207,0.0003347446,0.00008423833,0.00002169466,0.00004617497,0.00006701298,0.0006289225],"category_scores_gemma":[0.00006143529,0.0001153408,0.0002843246,0.0003278204,0.00006189125,0.00006545483,0.00001768283,0.0002411771,0.00001573613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756745,"about_ca_system_score_gemma":0.0005757659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004061237,"about_ca_topic_score_gemma":0.002021424,"domain_scores_codex":[0.9986641,0.0001024733,0.0005122522,0.0001772637,0.0002792935,0.0002646335],"domain_scores_gemma":[0.9989746,0.0001994957,0.00009518821,0.0002925673,0.0001711076,0.0002670891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002636499,0.001869114,0.9762663,0.00003009386,0.0002612934,0.01152422,0.0005682904,0.00003322939,0.0004235382,0.0001574005,0.0005077652,0.008095165],"study_design_scores_gemma":[0.003539387,0.002166068,0.9822741,0.0005100202,0.0001526335,0.005394028,0.0006363504,0.00002021232,0.001918784,0.00009617847,0.003175154,0.000117131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995676,0.0008033222,0.00004529082,0.002389147,0.0001593137,0.0002153092,0.00002879008,0.00001238424,0.0006704914],"genre_scores_gemma":[0.9938401,0.0008856182,0.003295161,0.0001385541,0.0001133171,0.00001154677,0.00002434258,0.00002060264,0.001670779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007978034,"threshold_uncertainty_score":0.6886261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04167125372548426,"score_gpt":0.3344084742717622,"score_spread":0.292737220546278,"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."}}