{"id":"W2047000995","doi":"10.1136/hrt.2003.017129","title":"Tachycardiomyopathy: a diagnosis not to be missed","year":2004,"lang":"en","type":"article","venue":"Heart","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Dilated cardiomyopathy; Heart failure; Cardiomyopathy; Intensive care medicine; Cardiology; Internal medicine","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":[0.0001905048,0.0001494073,0.0004194797,0.0001027364,0.0001077247,0.00001791125,0.00004357468,0.00006018418,0.00004700413],"category_scores_gemma":[0.0002159222,0.0001343685,0.0002359992,0.0002698911,0.00004176114,0.00004011349,0.00006343751,0.0001166304,0.000366132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008773163,"about_ca_system_score_gemma":0.00008209267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000100123,"about_ca_topic_score_gemma":0.000007604085,"domain_scores_codex":[0.9989219,0.00001912045,0.0001730129,0.0002858178,0.0002964226,0.000303773],"domain_scores_gemma":[0.9992473,0.00005087247,0.00001625041,0.0003485972,0.00009312433,0.0002438309],"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":[0.0019592,0.001472191,0.1249639,0.0005949468,0.001033222,0.003627372,0.01758263,0.0004015,0.1069111,0.004160357,0.7148972,0.0223963],"study_design_scores_gemma":[0.001915503,0.0004533524,0.1305986,0.0001409031,0.0001732562,0.0004484619,0.0004795323,0.000001008989,0.04546838,0.0000773359,0.8200101,0.0002335351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9231011,0.0005602718,0.0001999313,0.06762977,0.0003759999,0.0005674796,0.00002143121,0.0001731562,0.007370853],"genre_scores_gemma":[0.9683563,0.00008173639,0.001975402,0.02833473,0.0004411768,0.0001577917,0.000006596746,0.00002513351,0.0006211687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051129,"threshold_uncertainty_score":0.5479387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775516368500698,"score_gpt":0.3161641062588177,"score_spread":0.2684089425738107,"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."}}