{"id":"W4205597991","doi":"10.3390/life12010087","title":"Long-Term Follow-Up of Mechanical Circulatory Support in Peripartum Cardiomyopathy (PPCM) Refractory to Medical Management: A Multicenter Study","year":2022,"lang":"en","type":"article","venue":"Life","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Peripartum cardiomyopathy; Medicine; Refractory (planetary science); Circulatory system; Cardiomyopathy; Term (time); Cardiology; Intensive care medicine; Internal medicine; Heart failure; Metallurgy","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":[0.001240514,0.0004184725,0.0005394226,0.0009331231,0.0009930321,0.00079066,0.00041431,0.0008835976,0.0008844424],"category_scores_gemma":[0.003155892,0.0002558483,0.0006181281,0.0009163953,0.0003640658,0.0007769772,0.0005928354,0.0007257983,0.0002807495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003391351,"about_ca_system_score_gemma":0.0002870782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113592,"about_ca_topic_score_gemma":0.0009342142,"domain_scores_codex":[0.9993386,0.0002355103,0.00009401354,0.0001389051,0.0000706814,0.0001223516],"domain_scores_gemma":[0.997444,0.0004977336,0.0009928661,0.0001807254,0.0002698327,0.000614816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006312851,0.0001715687,0.996291,0.00001426233,0.00008458145,0.000562059,0.0001643805,0.0000187508,0.000303059,0.000008498657,0.00006355705,0.001687078],"study_design_scores_gemma":[0.00004091085,0.00144281,0.9961598,0.00001639131,0.00009350185,0.001552262,0.000288735,0.00008049064,0.00006180254,0.0000127022,0.000242785,0.000007926954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994051,0.000276949,0.00003422867,0.0000181981,0.000004844858,0.000008820974,0.00009547709,0.00000111795,0.0001551123],"genre_scores_gemma":[0.9991417,0.0001803441,0.00007075805,0.00005249147,0.00004129375,0.00002272355,0.0004017515,0.000002097345,0.00008682562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001240514,"threshold_uncertainty_score":0.006560504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917436556288126,"score_gpt":0.2931062696797647,"score_spread":0.2739319041168835,"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."}}