{"id":"W4386449194","doi":"10.1016/j.jchf.2023.07.009","title":"Cardio-Obstetrics and Heart Failure","year":2023,"lang":"en","type":"review","venue":"JACC Heart Failure","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; Heart failure; Cardiology; Internal medicine; Intensive care medicine; Obstetrics","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":[0.0008697991,0.0009877189,0.002214093,0.002632912,0.0003865845,0.001542361,0.0007458307,0.00150564,0.01307932],"category_scores_gemma":[0.002667916,0.0003064335,0.000844615,0.002425709,0.0003803716,0.0009941781,0.00100517,0.002463712,0.003012356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007914399,"about_ca_system_score_gemma":0.002017192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783076,"about_ca_topic_score_gemma":0.007828453,"domain_scores_codex":[0.9996536,0.00007654885,0.0000594934,0.00004621528,0.0001234369,0.0000407385],"domain_scores_gemma":[0.9989424,0.0005702214,0.0001877909,0.00001968028,0.0001785513,0.0001013753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006114071,0.00006891768,0.0003217752,0.02599403,0.0002099039,0.000130875,0.00003946623,0.000123417,0.0002046486,0.001433876,0.0741428,0.8972692],"study_design_scores_gemma":[0.0001560752,0.0001543107,0.00377598,0.04527603,0.0010004,0.001146619,0.000117874,0.0001450641,0.0001068715,0.001531838,0.946553,0.00003593908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003270765,0.9981521,0.00002542236,0.0003924264,0.0005164397,0.000003886125,0.00001762118,0.000004986986,0.0008544138],"genre_scores_gemma":[0.0003623521,0.9979388,0.00007086919,0.0004963324,0.0006590844,0.000005387437,0.0000272452,0.00000123837,0.0004385987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01307932,"threshold_uncertainty_score":0.0437547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194365119759491,"score_gpt":0.3307802761300026,"score_spread":0.2888366249324077,"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."}}