{"id":"W2922639395","doi":"10.1016/j.cjca.2019.03.008","title":"Referral to Cardiology Following Postpartum Cardiovascular Risk Screening at the Maternal Health Clinic in Kingston, Ontario","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"Health Research Board; McGill University","keywords":"Medicine; Referral; Pregnancy; Psychological intervention; Disease; Population; Life expectancy; Obstetrics; Pediatrics; Emergency medicine; Internal medicine; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.005101401,0.0003514373,0.002618529,0.000671596,0.0001983015,0.00003100873,0.0005133423,0.0003210288,0.0001150116],"category_scores_gemma":[0.0004625798,0.0002776126,0.00304056,0.000340642,0.0001534084,0.0001040057,0.0001295163,0.001484382,0.0001858093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002408325,"about_ca_system_score_gemma":0.002807372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06788012,"about_ca_topic_score_gemma":0.1672542,"domain_scores_codex":[0.9954033,0.00127101,0.001122066,0.0005320982,0.0005280352,0.001143455],"domain_scores_gemma":[0.9969692,0.0001650251,0.0003315557,0.001252048,0.0002283957,0.001053814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002280158,0.000001231119,0.9648144,0.00002783063,0.003796416,0.004447177,0.0009075832,0.01633503,0.00001687188,0.000009548445,0.004007387,0.005408464],"study_design_scores_gemma":[0.002172994,0.000576,0.6404365,0.000399909,0.0005556466,0.0135993,0.0002408157,0.000003444226,0.00001553816,0.00003121487,0.3417551,0.0002135511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664253,0.01757133,0.001955641,0.001611348,0.004403261,0.0008479701,0.00001636278,0.00001277234,0.007156],"genre_scores_gemma":[0.9957929,0.0002917312,0.0005623444,0.0009610021,0.001250925,0.00001352013,0.00001324705,0.00006520774,0.001049159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3377477,"threshold_uncertainty_score":0.9999676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505195711543839,"score_gpt":0.278330026472193,"score_spread":0.2532780693567546,"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."}}