{"id":"W4231188484","doi":"10.1016/j.hrthm.2018.03.028","title":"B-PO05-001 to B-PO05-240","year":2018,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Drexel University; London Health Sciences Centre; University of Minnesota","keywords":"Medicine; Internal medicine; Cardiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001662725,0.0001299002,0.0002661467,0.00009526571,0.00009359323,0.00002792402,0.00002977054,0.00006294753,0.0005501796],"category_scores_gemma":[0.0004635984,0.0001202928,0.00009773904,0.000226221,0.00008687042,0.00004097518,0.00005583748,0.0001383578,0.008806556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004620844,"about_ca_system_score_gemma":0.00008518175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001148715,"about_ca_topic_score_gemma":0.0000128513,"domain_scores_codex":[0.9989457,0.00002154816,0.0001669308,0.0002608094,0.0002428847,0.0003621809],"domain_scores_gemma":[0.9989308,0.00008078483,0.00001755099,0.0004510084,0.0001883592,0.0003314746],"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":[0.00007939254,0.0001308809,0.01080402,0.00003378283,0.00002518343,0.00018574,0.0002847638,0.000001626942,0.0007651437,0.0002805259,0.9792319,0.008177035],"study_design_scores_gemma":[0.0007589863,0.0003069967,0.05348102,0.00009887481,0.00004771529,0.002025061,0.00003396017,0.00003109828,0.003483702,0.00005720256,0.9395239,0.0001514665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8760931,0.0007848823,0.001140961,0.03609886,0.003293249,0.0007698202,0.00003568858,0.0005812883,0.08120209],"genre_scores_gemma":[0.9634553,0.00001166101,0.005183399,0.01666329,0.003393368,0.00002310026,0.00002069271,0.00004072958,0.01120849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0873621,"threshold_uncertainty_score":0.9919652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167877290158448,"score_gpt":0.3054626053443224,"score_spread":0.2886748763284776,"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."}}