{"id":"W4321485148","doi":"10.1017/9781108975780.041","title":"Peripartum Cardiomyopathy","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Peripartum cardiomyopathy; Obstetrics; Pregnancy; Gestation; Tertiary care; Gynecology; Cardiomyopathy; Emergency medicine; Heart failure; Internal medicine","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":[0.00008901512,0.0003525451,0.0002339243,0.0003638625,0.0006030578,0.0003576306,0.0002647553,0.0006583438,0.01791458],"category_scores_gemma":[0.0003739211,0.0001227161,0.0002350771,0.0002083792,0.0002835201,0.0002797993,0.0002747749,0.001407601,0.005644788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002734329,"about_ca_system_score_gemma":0.0002617667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008005828,"about_ca_topic_score_gemma":0.001967479,"domain_scores_codex":[0.999961,0.000007732698,0.000002633491,0.000006809817,0.0000115212,0.00001023771],"domain_scores_gemma":[0.9998899,0.00005325873,0.000008111957,0.000008368244,0.00001086264,0.00002957619],"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":[0.0001691385,0.0002008468,0.003745585,0.0005200728,0.00002462491,0.1234196,0.001154583,0.0002609123,0.005703777,0.02618684,0.4680428,0.3705713],"study_design_scores_gemma":[0.00002657602,0.0001219454,0.006860822,0.0006991291,0.00001738935,0.270507,0.0002121536,0.0001500536,0.0007650203,0.006294475,0.7143274,0.00001817841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02543246,0.1705857,0.004515839,0.02775845,0.00747823,0.0001218626,0.0005229134,0.0005020358,0.7630826],"genre_scores_gemma":[0.1678853,0.07720888,0.00298033,0.01933217,0.006399681,0.0001019168,0.0005051672,0.0001392264,0.7254474],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01791458,"threshold_uncertainty_score":0.05993026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685777318368905,"score_gpt":0.2201532728325365,"score_spread":0.1932954996488474,"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."}}