{"id":"W2204491745","doi":"10.1161/circresaha.117.305637","title":"Do Plaques Rapidly Progress Prior to Myocardial Infarction?","year":2015,"lang":"en","type":"review","venue":"Circulation Research","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Myocardial infarction; Cardiology; Culprit; Internal medicine; Vulnerable plaque; Fibrous cap; Thrombus; Asymptomatic; Infarction; Pathology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001904404,0.0002607643,0.001013871,0.001125457,0.000186226,0.0001812928,0.0002209598,0.000350761,0.0005953044],"category_scores_gemma":[0.001218616,0.0002229274,0.0005061957,0.001224459,0.0001354334,0.00009496981,0.0002115236,0.0007887122,0.001547478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006585524,"about_ca_system_score_gemma":0.001347355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003471266,"about_ca_topic_score_gemma":0.000006107981,"domain_scores_codex":[0.9965082,0.0004866847,0.0006557874,0.0005478959,0.001340539,0.0004608326],"domain_scores_gemma":[0.9967217,0.0003820505,0.0001134008,0.0007435466,0.001535392,0.0005038646],"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":[0.00003114214,0.0001833279,0.0008233637,0.004542983,0.0001799091,0.00004729724,0.00008740512,0.000005053361,1.402261e-7,0.0003280688,0.02158737,0.9721839],"study_design_scores_gemma":[0.0003951278,0.0003480137,0.003485676,0.008995875,0.0003051859,0.0001182563,0.00004953929,0.00002221117,1.146043e-7,0.0001272272,0.9859542,0.0001985549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002191275,0.9912941,0.00006510346,0.0004207163,0.0004115874,0.003555517,0.00005775021,0.00008986623,0.003886161],"genre_scores_gemma":[0.001569853,0.9939154,0.0002571449,0.00003701205,0.001236668,0.0009798831,0.0005716831,0.00008005548,0.001352295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9719854,"threshold_uncertainty_score":0.9992299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2584379526425314,"score_gpt":0.524164092369319,"score_spread":0.2657261397267877,"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."}}