{"id":"W7099433565","doi":"","title":"SUMMARY","year":2014,"lang":"en","type":"article","venue":"","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.00005059474,0.00001930918,0.00005295076,0.00001942544,0.00001178346,0.000002396712,0.00001123222,0.00001189318,0.000126697],"category_scores_gemma":[0.00002529363,0.00001320768,0.00002934666,0.00004011594,0.000005248714,0.000007035887,0.000004383934,0.00002524007,0.0001476168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003379392,"about_ca_system_score_gemma":0.000003122877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002432536,"about_ca_topic_score_gemma":0.000001038454,"domain_scores_codex":[0.9998294,0.000004171607,0.00003282376,0.00004372259,0.00004597492,0.00004397863],"domain_scores_gemma":[0.9998469,0.00001206976,0.000004209128,0.00008812147,0.0000117452,0.00003689927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001612866,0.00009279315,0.6732923,0.00003855312,0.00008735409,0.000008920607,0.00003873983,0.000003756758,0.01142523,0.002177625,0.05216519,0.2606534],"study_design_scores_gemma":[0.001297831,0.0002959442,0.1376418,0.0001018747,0.0002830114,0.0000212201,0.0001311269,0.01095512,0.03095114,0.0006837979,0.8174335,0.0002036194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2827868,0.00005133627,0.003841239,0.001963065,0.00009731346,0.00001854797,7.833373e-8,0.0001170616,0.7111245],"genre_scores_gemma":[0.9342502,0.000005994998,0.001950476,0.0003438275,0.0002629294,5.397822e-7,0.000001487559,0.000002515628,0.06318198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7652683,"threshold_uncertainty_score":0.1897365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01103687620663072,"score_gpt":0.2671413706780587,"score_spread":0.256104494471428,"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."}}