{"id":"W4401101441","doi":"10.1503/cmaj.241017","title":"Optimizing postpartum care in Canada as rates of comorbidity in pregnancy rise","year":2024,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; University of Toronto","funders":"","keywords":"Pregnancy; Comorbidity; Medicine; Maternity care; Postpartum period; Obstetrics; Computer science; Data science; Psychiatry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001026357,0.0002548499,0.0003247379,0.0007086823,0.005825447,0.002251332,0.001431687,0.00857081,0.004519363],"category_scores_gemma":[0.009276673,0.0002118934,0.0003738549,0.001355728,0.001802443,0.001489344,0.001113344,0.006629135,0.0008659888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02899716,"about_ca_system_score_gemma":0.06574851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8383982,"about_ca_topic_score_gemma":0.9318056,"domain_scores_codex":[0.998037,0.000218781,0.0001511445,0.0001303698,0.0008095335,0.0006531707],"domain_scores_gemma":[0.9931225,0.0009188205,0.0005044983,0.00007830573,0.001887319,0.003488519],"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":[0.00007580141,0.0000867442,0.02746705,0.0002126317,0.00001673355,0.00266962,0.0007804053,0.0001944811,0.0005196117,0.002888407,0.8974941,0.06759443],"study_design_scores_gemma":[0.0002498232,0.0001970406,0.1688678,0.00296849,0.0001019747,0.006952262,0.01020378,0.002707881,0.0006067199,0.01305011,0.7938945,0.0001995702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00581363,0.003849637,0.0000959598,0.9803993,0.002829156,0.00001395815,0.0001630752,0.0000293636,0.006805932],"genre_scores_gemma":[0.1229322,0.02103683,0.001653399,0.8298742,0.01243916,0.00005853098,0.0004299796,0.00006120624,0.01151445],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1616018,"threshold_uncertainty_score":0.325107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651670178636555,"score_gpt":0.3543731225387085,"score_spread":0.3278564207523429,"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."}}