{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002760548,0.000136439,0.0001780659,0.0000665355,0.0002876658,0.00002850115,0.0002656036,0.00002317514,0.001811597],"category_scores_gemma":[0.0001601494,0.00008538653,0.0006981755,0.000121138,0.0000672882,0.00004687149,0.0001004324,0.0001126512,0.00001421887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002660401,"about_ca_system_score_gemma":0.00004556946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008800138,"about_ca_topic_score_gemma":0.0001055173,"domain_scores_codex":[0.9987217,0.0001009329,0.0004606799,0.0002256892,0.0003334776,0.0001575058],"domain_scores_gemma":[0.9985745,0.0004399571,0.0002758914,0.0005140148,0.0001542428,0.000041391],"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":[0.0168875,0.04225878,0.27309,0.001058316,0.006959817,0.0002680275,0.00778189,0.001972769,0.006501285,0.01090215,0.3522226,0.2800968],"study_design_scores_gemma":[0.009264001,0.005888435,0.217149,0.0002941286,0.0009916687,0.0004926885,0.00603317,0.003609682,0.0005418831,0.0007008571,0.7548323,0.0002021291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961295,0.004769745,0.0099059,0.01650015,0.002910339,0.002689475,0.0006029038,0.00008155193,0.001244945],"genre_scores_gemma":[0.9711626,0.0003572401,0.0002852264,0.0002192103,0.0001515541,0.0001488511,0.0004515938,0.00002451755,0.02719916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4026097,"threshold_uncertainty_score":0.9991009,"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."}}