{"id":"W2952557404","doi":"10.1016/j.hrthm.2015.03.055","title":"PO03-97 to PO04-15","year":2015,"lang":"gl","type":"article","venue":"Heart Rhythm","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Minneapolis Heart Institute; Cleveland Clinic Foundation; Kaiser Permanente; Northwestern University; Universitat de Barcelona; York University; Cleveland Clinic; Massachusetts General Hospital","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006421415,0.0003302702,0.0006698958,0.0001912618,0.00009465397,0.00009152504,0.00007073964,0.0001803622,0.0003778309],"category_scores_gemma":[0.00238778,0.0003315891,0.000239026,0.0004446744,0.0000945444,0.00008802808,0.0001619916,0.0004206861,0.03396014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002130152,"about_ca_system_score_gemma":0.0006231586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004818788,"about_ca_topic_score_gemma":0.0000145536,"domain_scores_codex":[0.9974658,0.0001097272,0.0004084714,0.0005108746,0.0006909651,0.0008141036],"domain_scores_gemma":[0.9968866,0.0002691382,0.00005164061,0.0008545371,0.0003945379,0.001543569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001370029,0.0001857046,0.01954097,0.00008758438,0.00006855368,0.0009156516,0.001591428,0.00004741221,0.0000506443,0.0004165676,0.9706718,0.006286736],"study_design_scores_gemma":[0.001827398,0.0004913328,0.0180552,0.0004616835,0.00021485,0.002847856,0.0006650382,0.00009376123,0.0005764498,0.000130722,0.9742393,0.000396364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5235551,0.07819548,0.002315949,0.1710986,0.03384573,0.003372743,0.0003593199,0.001176623,0.1860804],"genre_scores_gemma":[0.9325113,0.0001058942,0.003511173,0.02234335,0.007119265,0.00003722501,0.00005348814,0.0001132929,0.03420506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4089562,"threshold_uncertainty_score":0.9999136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968531860612233,"score_gpt":0.3148271321044665,"score_spread":0.2751418134983442,"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."}}