{"id":"W4221019353","doi":"10.1016/s0735-1097(22)02956-4","title":"A LABOUR OF LOVE: A SYSTEMATIC REVIEW AND META-ANALYSIS OF LONG-TERM (>1 YEAR) CARDIAC OUTCOMES OF PERIPARTUM CARDIOMYOPATHY","year":2022,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Medicine; Peripartum cardiomyopathy; Meta-analysis; Term (time); Cardiomyopathy; Cardiology; Internal medicine; Heart failure","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":[0.01105708,0.002315344,0.01723794,0.002942961,0.0007094844,0.003760682,0.001895704,0.002905168,0.004664248],"category_scores_gemma":[0.03639247,0.001579883,0.02887262,0.004078576,0.001036027,0.002527382,0.002576918,0.002999397,0.0003487743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781991,"about_ca_system_score_gemma":0.003141002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006814331,"about_ca_topic_score_gemma":0.02524392,"domain_scores_codex":[0.9905578,0.004386469,0.002911476,0.00100176,0.0007878415,0.0003546922],"domain_scores_gemma":[0.981399,0.01362107,0.003051085,0.0007596576,0.0008568652,0.0003123546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003203393,0.00003140748,0.006828725,0.2633866,0.7093815,0.0001287032,0.0001862871,0.0001858197,0.0002445456,0.0001378618,0.0007451457,0.01554003],"study_design_scores_gemma":[0.001087234,0.0002152632,0.005332106,0.02322032,0.9676091,0.00007794079,0.0001087463,0.00007945621,0.00005644023,0.0002221511,0.001955441,0.00003572289],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004676368,0.9941834,0.0002530042,0.0002109708,0.0001884896,0.00009983646,0.0002146492,0.00001327269,0.0001601484],"genre_scores_gemma":[0.2707489,0.7217135,0.002518652,0.003102618,0.0004955729,0.0004465119,0.0004859332,0.00004451583,0.0004436696],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01723794,"threshold_uncertainty_score":0.05847615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04199142340027312,"score_gpt":0.3268911323772495,"score_spread":0.2848997089769764,"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."}}