{"id":"W4328053841","doi":"10.1016/j.jacasi.2022.11.016","title":"Can Most Calcified Coronary Stenosis Be Optimized With Coronary Intravascular Lithotripsy?","year":2023,"lang":"en","type":"review","venue":"JACC Asia","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Optical coherence tomography; Lithotripsy; Perforation; Radiology; Atherectomy; Intravascular ultrasound; Stent; Restenosis","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":[0.0005970468,0.0004509406,0.001581651,0.001208096,0.0001590458,0.0009028449,0.0005538371,0.0009618615,0.002943393],"category_scores_gemma":[0.001285177,0.0001768055,0.0007519388,0.0006557866,0.0004110297,0.001226812,0.0003017388,0.001417092,0.001935346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002433797,"about_ca_system_score_gemma":0.0005939034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006162114,"about_ca_topic_score_gemma":0.00117264,"domain_scores_codex":[0.9998364,0.00002729232,0.00002928894,0.00003160023,0.00006108818,0.00001420699],"domain_scores_gemma":[0.9997731,0.0001117704,0.00003639275,0.000008486009,0.00005630785,0.00001401532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001366025,0.00006349183,0.0004570226,0.01963484,0.0001849988,0.0002768318,0.00005763926,0.0001488589,0.00211733,0.003323376,0.01952871,0.9540703],"study_design_scores_gemma":[0.0001342881,0.0002859636,0.003388245,0.008940483,0.0005470106,0.003998677,0.0001421805,0.0001557308,0.001542262,0.004802276,0.9760177,0.00004512558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003089193,0.9974915,0.0001878707,0.0009401629,0.0002392371,0.000006563951,0.00002071618,0.000009829125,0.0007953266],"genre_scores_gemma":[0.002474806,0.9953222,0.000457055,0.00078294,0.0003548157,0.00001202768,0.0000456052,0.000003633483,0.0005470054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002943393,"threshold_uncertainty_score":0.009846628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07370293432744832,"score_gpt":0.3454980387888347,"score_spread":0.2717951044613864,"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."}}