{"id":"W2186472890","doi":"10.1016/s1701-2163(16)35378-6","title":"A Contemporary Approach to the Obstetric Management of Women with Heart Disease","year":2012,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; London Health Sciences Centre; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Disease management; Intensive care medicine; Heart disease; MEDLINE; Family medicine; Alternative medicine; Cardiology; Health management system; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005035581,0.0001125649,0.0004418113,0.0002005773,0.00004735133,0.000007292111,0.0001279892,0.00003739767,0.0000219483],"category_scores_gemma":[0.0007089385,0.00006782303,0.00006869854,0.0006280457,0.00005431569,0.00006054615,0.00007302209,0.0001955372,4.233672e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008746768,"about_ca_system_score_gemma":0.0007335602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005343236,"about_ca_topic_score_gemma":0.00004069442,"domain_scores_codex":[0.9986627,0.00006624332,0.0003385899,0.0001015943,0.0005211723,0.0003097106],"domain_scores_gemma":[0.9983225,0.000455595,0.0001776146,0.0002826273,0.0001940708,0.0005676232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002378069,0.0009245056,0.9091915,0.001162081,0.003027582,0.005020456,0.001666954,0.000332627,0.000003558617,0.000632657,0.02447761,0.05332267],"study_design_scores_gemma":[0.002113522,0.0003419624,0.9052345,0.00003367342,0.0003024233,0.0002804137,0.001576318,0.00000682375,0.00000631386,0.00001012405,0.09000001,0.00009397728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008099,0.08688944,0.0002075984,0.0006296015,0.00372422,0.0005442969,0.000008906554,0.000003481952,0.007182572],"genre_scores_gemma":[0.9977822,0.0001071438,0.001223416,0.0006196233,0.00003813912,0.00001368292,0.000001107219,0.00001333936,0.0002013896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09697227,"threshold_uncertainty_score":0.2765743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512952949188575,"score_gpt":0.2260261310677082,"score_spread":0.2108966015758225,"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."}}