{"id":"W4288049181","doi":"10.4244/eij-d-21-00545","title":"Coronary lithotripsy for the treatment of underexpanded stents: the international multicentre CRUNCH registry","year":2022,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Mace; Stent; Percutaneous coronary intervention; Lumen (anatomy); Context (archaeology); Surgery; Cardiology; Internal medicine; Radiology; 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":[0.002972314,0.0004446937,0.0007264463,0.001330388,0.0003065931,0.0009206092,0.0006356409,0.0004342762,0.001949547],"category_scores_gemma":[0.003557529,0.0003052765,0.0007878641,0.002440965,0.0002477829,0.0004837773,0.0007990086,0.0006034477,0.0008316796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004089725,"about_ca_system_score_gemma":0.001317313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812038,"about_ca_topic_score_gemma":0.002532748,"domain_scores_codex":[0.998042,0.0005437438,0.0003390335,0.0003622365,0.0004934367,0.0002195672],"domain_scores_gemma":[0.9931952,0.0007049692,0.00349858,0.001283285,0.0006588451,0.0006591266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007610947,0.0002986326,0.9446728,0.000749425,0.001314065,0.0006034378,0.0002349359,0.0002279356,0.001864059,0.0003363288,0.01649618,0.0255913],"study_design_scores_gemma":[0.001172844,0.0007922606,0.9842248,0.0002070317,0.0008598177,0.001280516,0.0001149677,0.0004336707,0.0005323546,0.00009542616,0.01025642,0.00002989186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504334,0.004087624,0.001306435,0.0004328845,0.00005226882,0.0006177581,0.03775334,0.00009413297,0.005222114],"genre_scores_gemma":[0.9202676,0.002881128,0.002517862,0.0006697378,0.0003601031,0.00132566,0.0701269,0.0001151996,0.001735899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002972314,"threshold_uncertainty_score":0.01571929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0770724344556924,"score_gpt":0.3433699395715656,"score_spread":0.2662975051158732,"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."}}