{"id":"W2587265730","doi":"10.1016/j.jcin.2016.11.048","title":"A Calcific, Undilatable Stenosis","year":2017,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cardiology; Internal medicine; Medicine; Ejection fraction; Coronary artery disease; Conventional PCI; Percutaneous coronary intervention; Stenosis; Angina; Canadian Cardiovascular Society; Heart failure; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000593168,0.0001781999,0.0005883152,0.0001341496,0.000563701,0.0002682633,0.0002357777,0.00009243394,0.0002627344],"category_scores_gemma":[0.0009587643,0.0001710617,0.004908741,0.00007865116,0.0001413739,0.0001979238,0.0002047668,0.0002426442,0.0006027877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009701139,"about_ca_system_score_gemma":0.00006166279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005438495,"about_ca_topic_score_gemma":0.00001580042,"domain_scores_codex":[0.9985143,0.00006148293,0.0003095784,0.000368884,0.0004206103,0.0003251558],"domain_scores_gemma":[0.9971059,0.00004947079,0.00009928264,0.002318126,0.0002270009,0.0002002431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001675607,0.002005694,0.5971205,0.00239697,0.03041588,0.002297272,0.0004289349,0.0005487847,0.0004465535,0.005343085,0.2086447,0.1501841],"study_design_scores_gemma":[0.003040987,0.0001208121,0.7410259,0.001183128,0.004895284,0.0003644077,0.000175007,0.00008133426,0.001011912,0.0002326798,0.2475088,0.0003597293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3389107,0.08721113,0.111842,0.007477183,0.009599162,0.003310748,0.0005154725,0.001268646,0.439865],"genre_scores_gemma":[0.9924404,0.0002289903,0.001233452,0.000109371,0.0004699572,0.00008652818,0.00006096486,0.00004360961,0.005326738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6535297,"threshold_uncertainty_score":0.7747817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06573324697146243,"score_gpt":0.3453496329345508,"score_spread":0.2796163859630884,"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."}}