{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003576162,0.0009435839,0.003234679,0.000492629,0.0001892612,0.00007451801,0.0004375263,0.0006583693,0.001383361],"category_scores_gemma":[0.0002601852,0.0007069624,0.001254263,0.001196642,0.0001928605,0.00007982064,0.0002629956,0.001042078,0.0003059428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004791951,"about_ca_system_score_gemma":0.001185457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002823025,"about_ca_topic_score_gemma":0.0001061796,"domain_scores_codex":[0.9960412,0.0002578978,0.001266933,0.0009894141,0.0007297673,0.0007147816],"domain_scores_gemma":[0.9967188,0.0006264231,0.0004835015,0.001377575,0.000272521,0.0005211572],"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":[0.0004184005,0.0008275745,0.000419389,0.01990488,0.003700698,0.007900846,0.0001039029,0.00001202023,2.543851e-7,0.0002579829,0.04149846,0.9249556],"study_design_scores_gemma":[0.003035003,0.001545958,0.003118145,0.03363518,0.009829882,0.002673456,0.000332448,0.00004570041,8.710605e-7,0.00001951548,0.944853,0.0009108552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001864232,0.9903807,0.0001324995,0.0006736768,0.0004990993,0.003501546,0.0008420934,0.0004456142,0.003338363],"genre_scores_gemma":[0.00009348366,0.9800788,0.00193738,0.000254917,0.0003791066,0.0008098322,0.003898255,0.0003261309,0.01222216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9240447,"threshold_uncertainty_score":0.9995381,"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."}}