{"id":"W2478604779","doi":"10.1016/j.hrthm.2016.08.003","title":"Melody and rhythm in congenital heart disease","year":2016,"lang":"en","type":"letter","venue":"Heart Rhythm","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Rhythm; Cardiology; Heart Rhythm; Internal medicine; Heart disease","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001883077,0.0003446617,0.000679192,0.0004441414,0.0000615417,0.00003335596,0.0000370339,0.0004639191,0.0001383182],"category_scores_gemma":[0.00006757386,0.0002737274,0.0002757999,0.0002208687,0.0002029041,0.0001260919,0.00005015604,0.0009199991,0.0001077956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005029866,"about_ca_system_score_gemma":0.0001150891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003790767,"about_ca_topic_score_gemma":0.000002914642,"domain_scores_codex":[0.9981542,0.0001077626,0.0003655333,0.00054962,0.0003567324,0.0004662152],"domain_scores_gemma":[0.9990616,0.0001228702,0.00006457704,0.0004458321,0.00008875152,0.0002163494],"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":[0.00007501932,0.0000195954,0.003713289,0.0002638342,0.00005879063,0.002279655,0.00004137429,1.579396e-8,0.0001326766,0.00002207194,0.9923175,0.00107618],"study_design_scores_gemma":[0.0007768344,0.0001040005,0.02152808,0.0006291139,0.00009406816,0.002154433,0.000006325538,0.000002098062,0.0004148676,0.0007056513,0.9732408,0.0003437545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02782344,0.004196714,0.00008046694,0.9642966,0.0003315794,0.001300053,0.0002697137,0.0003989147,0.001302523],"genre_scores_gemma":[0.1089121,0.0006840495,0.0009453356,0.878467,0.005931503,0.0003779492,0.0003380922,0.0001232629,0.004220772],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08582962,"threshold_uncertainty_score":0.9999715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515318988645705,"score_gpt":0.2715755877836371,"score_spread":0.2564223978971801,"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."}}