{"id":"W2405343610","doi":"10.5430/jha.v5n4p87","title":"Long term experience with a novel interventional cardiology network model: Learned lessons","year":2016,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Psychological intervention; Myocardial infarction; Residence; Emergency medicine; Alliance; Interventional cardiology; Percutaneous coronary intervention; Cardiac catheterization; Medical emergency; Cardiology; Nursing; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000135062,0.0001124564,0.0002320519,0.00004581527,0.00004439689,0.00002521094,0.00009199692,0.00003910142,0.0000557447],"category_scores_gemma":[0.00003412621,0.0000659287,0.0001487701,0.00006448824,0.00008973206,0.0002984975,0.00002580634,0.00009079921,0.000004016121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000969758,"about_ca_system_score_gemma":0.000159462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.54186e-7,"about_ca_topic_score_gemma":0.000004180763,"domain_scores_codex":[0.9990005,0.00001980638,0.0003647241,0.0001470303,0.0002968557,0.0001710984],"domain_scores_gemma":[0.9992515,0.00001660296,0.0002819802,0.000131156,0.000173943,0.0001448006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006295677,0.003682683,0.9444643,0.0001598562,0.001185972,0.002139308,0.0008254621,0.003643918,0.0111612,0.00507253,0.003014191,0.01835496],"study_design_scores_gemma":[0.003597445,0.01922815,0.9731627,0.0007583863,0.0002343902,0.0008933687,0.0001704962,0.0006240572,0.0004087918,0.0004669389,0.0002262227,0.0002290665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9077812,0.00005458204,0.08596024,0.005554343,0.0001729311,0.0001342175,0.000005926537,0.00001277407,0.0003238129],"genre_scores_gemma":[0.9973441,0.00001691628,0.001586827,0.0001116653,0.0004167609,0.00001198297,0.000005191124,0.00001140966,0.0004951885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08956288,"threshold_uncertainty_score":0.2688495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256046825501755,"score_gpt":0.3201932940815602,"score_spread":0.2876328258265426,"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."}}