{"id":"W2939174996","doi":"10.1002/ejhf.1260","title":"April 2019 at a Glance: Prediction of Heart Failure, Left Atrial Function, Cardio-Oncology","year":2019,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Cardiorespiratory fitness; Hazard ratio; Body mass index; Internal medicine; Overweight; Natriuretic peptide; Cardiology; Confidence interval; Obesity; Risk factor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314395,0.0003278498,0.0003003293,0.001026834,0.0003526596,0.001902693,0.0003805592,0.0009913127,0.05729518],"category_scores_gemma":[0.006042033,0.0001647777,0.0002723763,0.0005267587,0.0002844656,0.0004269451,0.0005390869,0.001263545,0.02061295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004382139,"about_ca_system_score_gemma":0.0007987357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003688953,"about_ca_topic_score_gemma":0.008040772,"domain_scores_codex":[0.9995021,0.0002110429,0.00004808183,0.00006586412,0.0001386031,0.00003433986],"domain_scores_gemma":[0.9986997,0.0003987577,0.0001502102,0.00009621377,0.000377806,0.0002773594],"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":[0.0006176439,0.0003023255,0.137152,0.0002290978,0.0001338802,0.0004356058,0.0000473268,0.0002340945,0.0003210245,0.0008443194,0.5357499,0.3239327],"study_design_scores_gemma":[0.0004148186,0.0005468611,0.231554,0.00226904,0.0001703981,0.003194697,0.0002302519,0.002637531,0.0004697285,0.004186574,0.7542745,0.00005167797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.105969,0.2109497,0.007526322,0.245409,0.06385326,0.0005087871,0.0168781,0.001643476,0.3472624],"genre_scores_gemma":[0.5514265,0.08431289,0.0082066,0.03730536,0.0772499,0.0004067282,0.01251786,0.000405111,0.2281691],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05729518,"threshold_uncertainty_score":0.1916715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009515942888074686,"score_gpt":0.2275379242659255,"score_spread":0.2180219813778508,"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."}}