{"id":"W2887022055","doi":"10.1016/j.jcin.2018.01.230","title":"Moving Beyond the Stent","year":2018,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Heart and Stroke Foundation; Canadian Heart Research Centre; University of Toronto","funders":"","keywords":"Stent; Medicine; Radiology","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","metaepi_broad","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009167688,0.0005348858,0.001072304,0.0003615423,0.0004103389,0.0001960683,0.0005856571,0.0006844103,0.003650182],"category_scores_gemma":[0.00045918,0.0003920903,0.01520262,0.0003610824,0.0003109907,0.0001082614,0.0004464813,0.002122988,0.001476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000290152,"about_ca_system_score_gemma":0.0001402747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001732863,"about_ca_topic_score_gemma":0.00004417872,"domain_scores_codex":[0.9961482,0.0003718582,0.0009833073,0.0007643211,0.001114905,0.0006173751],"domain_scores_gemma":[0.9959812,0.0002422514,0.0002525057,0.00277837,0.000619225,0.0001264792],"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":[0.00001098454,0.000173515,0.0001377509,0.0009088173,0.007848474,0.001097267,0.00005011421,0.00001141935,0.000001474446,0.00007148687,0.9809477,0.00874096],"study_design_scores_gemma":[0.0008863807,0.0004084106,0.002406585,0.002305921,0.008048471,0.001261653,0.0001180867,0.00004204459,0.00001979039,0.000314637,0.9837989,0.0003891648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002748715,0.06931558,0.01918877,0.8489287,0.01028326,0.004278212,0.0008103414,0.0006026384,0.04384383],"genre_scores_gemma":[0.02767793,0.002172981,0.002555673,0.7481238,0.04901209,0.002090707,0.006044663,0.0007429983,0.1615791],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1177353,"threshold_uncertainty_score":0.9998531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03885055033787709,"score_gpt":0.2919233932891275,"score_spread":0.2530728429512504,"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."}}