{"id":"W4313597387","doi":"10.1016/s2666-7568(22)00294-x","title":"Who should be screened for post-partum cardiovascular risk?","year":2023,"lang":"en","type":"letter","venue":"The Lancet Healthy Longevity","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Post partum; Medicine; Obstetrics; Biology; Pregnancy; Genetics","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":[0.003788856,0.0004179249,0.001206554,0.0007818823,0.001948564,0.001594685,0.001538949,0.02384959,0.005081828],"category_scores_gemma":[0.02314995,0.0004874385,0.0008029929,0.0006487546,0.001650593,0.003081121,0.0008565481,0.01985831,0.003856034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002774532,"about_ca_system_score_gemma":0.004531737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048659,"about_ca_topic_score_gemma":0.02306692,"domain_scores_codex":[0.9978029,0.0008735332,0.0003250391,0.0002196968,0.0005421403,0.0002365515],"domain_scores_gemma":[0.9901671,0.005306638,0.0004668348,0.0003570727,0.001590536,0.002111733],"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":[0.0002183066,0.0001165544,0.006699034,0.0001928638,0.00003604969,0.00214838,0.0002129551,0.00005501851,0.0004174129,0.002653611,0.9380392,0.04921079],"study_design_scores_gemma":[0.0007780869,0.0005389635,0.02482278,0.004164053,0.0001277796,0.007807477,0.00218778,0.0006281724,0.0005674278,0.02862429,0.9295753,0.0001779385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000592732,0.003199797,0.00005121453,0.9880809,0.006795106,0.00001073107,0.00005709477,0.00001127354,0.001201118],"genre_scores_gemma":[0.006218242,0.005102595,0.0003437454,0.9582123,0.02799899,0.00005162801,0.00006842288,0.00001137019,0.001992664],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02384959,"threshold_uncertainty_score":0.02085108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.160126896589828,"score_gpt":0.3519495999493716,"score_spread":0.1918227033595435,"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."}}