{"id":"W2791971302","doi":"10.1016/j.jcin.2018.01.109","title":"CRT-200.25 Influence of Operator Experience and PCI Volume on Transfemoral Access Techniques: A Collaboration of International Cardiovascular Societies","year":2018,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Conventional PCI; Volume (thermodynamics); Operator (biology); Medicine; Computer science; Business; Cardiology; Physics; Biology","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":[0.0005770929,0.0002202558,0.0006943934,0.0002653884,0.0001561769,0.00007414271,0.0003894612,0.0001442927,0.0001164162],"category_scores_gemma":[0.0002215567,0.0002114607,0.002323072,0.0005828645,0.0004668057,0.0003956254,0.0001409335,0.0001721067,0.000009614381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008426564,"about_ca_system_score_gemma":0.0001411715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001220669,"about_ca_topic_score_gemma":0.00001514904,"domain_scores_codex":[0.9977618,0.0001251881,0.0006597184,0.0004837999,0.0007686735,0.0002008343],"domain_scores_gemma":[0.9972653,0.0000183917,0.00013148,0.0009854208,0.001493382,0.0001059635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002753686,0.01382754,0.2561258,0.02146127,0.1809483,0.000270151,0.04867639,0.0182353,0.1251611,0.0380236,0.0559164,0.2386005],"study_design_scores_gemma":[0.01097153,0.004666124,0.5134912,0.008763589,0.009610791,0.001884123,0.007668883,0.002027525,0.2262264,0.001025796,0.2116298,0.002034217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652542,0.006104655,0.02478857,0.0006363924,0.0002034211,0.001147541,0.0001025939,0.00009956011,0.001663061],"genre_scores_gemma":[0.9962458,0.0008143852,0.001993995,0.000106641,0.0001769241,0.0003316529,0.00004034741,0.00003040355,0.0002598482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2573654,"threshold_uncertainty_score":0.8623117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03104038694309263,"score_gpt":0.3405523500906875,"score_spread":0.3095119631475949,"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."}}