{"id":"W3026920985","doi":"10.1007/s12928-020-00669-z","title":"Contemporary use and trends in percutaneous coronary intervention in Japan: an outline of the J-PCI registry","year":2020,"lang":"en","type":"article","venue":"Cardiovascular Intervention and Therapeutics","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"Japan Society for the Promotion of Science; Japanese Association of Cardiovascular Intervention and Therapeutics","keywords":"Conventional PCI; Percutaneous coronary intervention; Medicine; Psychological intervention; Certification; Excellence; Interventional cardiology; Intervention (counseling); Medical emergency; Emergency medicine; Intensive care medicine; Cardiology; Myocardial infarction; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.000365711,0.0001717564,0.000455724,0.0001554809,0.00003149705,0.0000353507,0.0001007971,0.0001214855,0.00005013015],"category_scores_gemma":[0.00008162009,0.0001411902,0.0007662655,0.000276353,0.0001538806,0.0001714868,0.000106052,0.0002787487,8.648449e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004045617,"about_ca_system_score_gemma":0.00001562125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002318446,"about_ca_topic_score_gemma":0.0001386867,"domain_scores_codex":[0.998484,0.0002729048,0.0005816057,0.0003108445,0.0002137098,0.0001368911],"domain_scores_gemma":[0.9992618,0.00004659901,0.000117155,0.0003946817,0.00008404373,0.00009569946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001048096,0.001377081,0.6092011,0.0006732098,0.001158488,0.0003956157,0.001780443,0.00009768866,0.0008387712,0.0004351103,0.00009458408,0.3828998],"study_design_scores_gemma":[0.006371971,0.001557426,0.9763181,0.001137445,0.0004944759,0.001153469,0.002769358,0.004290026,0.0002486522,0.0001202483,0.005303864,0.0002349512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849136,0.01334792,0.0004548162,0.000663268,0.0001255453,0.0003036449,0.00003083979,0.00002234632,0.0001380122],"genre_scores_gemma":[0.9987468,0.0005250345,0.00008964123,0.000333517,0.00003730676,0.00001028507,0.00006615909,0.00002274119,0.0001685769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3826649,"threshold_uncertainty_score":0.5757571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06654992983392649,"score_gpt":0.2983843742088835,"score_spread":0.231834444374957,"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."}}