{"id":"W2903929433","doi":"10.1093/eurheartj/ehy566.p6646","title":"P6646Real life EP lab without fluoroscopy","year":2018,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Fluoroscopy; Medical physics; Nuclear medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008255568,0.0007176867,0.0003558007,0.0009365358,0.0004892307,0.001359783,0.0009089937,0.0009978603,0.4465365],"category_scores_gemma":[0.002140868,0.0003765908,0.0005120295,0.0003166977,0.0005734452,0.001052011,0.001738856,0.001605535,0.1666124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003054794,"about_ca_system_score_gemma":0.0005652916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004548155,"about_ca_topic_score_gemma":0.00041131,"domain_scores_codex":[0.9993893,0.0001342856,0.00005575407,0.000173622,0.0001555114,0.000091571],"domain_scores_gemma":[0.9979078,0.0004333956,0.0001490513,0.0006251673,0.0003333294,0.0005513311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002048857,0.0005458759,0.009194135,0.0006288617,0.00004171562,0.005027325,0.0003210337,0.0002521043,0.03482765,0.003959863,0.1982703,0.7448823],"study_design_scores_gemma":[0.0004395155,0.001767852,0.0232455,0.0003481426,0.00005257786,0.03728593,0.0001914117,0.001476002,0.0159969,0.002664326,0.9164665,0.00006536211],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08451479,0.006686865,0.09663337,0.00523575,0.003066511,0.0009350781,0.007305754,0.02857178,0.7670501],"genre_scores_gemma":[0.3021702,0.002754922,0.05383993,0.00340132,0.001365702,0.0007605201,0.00569452,0.003001147,0.6270117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4465365,"threshold_uncertainty_score":0.7894484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07595402933152172,"score_gpt":0.3702281634390194,"score_spread":0.2942741341074977,"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."}}