{"id":"W2805442953","doi":"10.1002/ejhf.1004","title":"June 2018 at a Glance: Peripartum Cardiomyopathy and Pathophysiology, Prognosis, and Device Therapy of Heart Failure","year":2018,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Peripartum cardiomyopathy; Heart failure; Cardiology; Internal medicine; Incidence (geometry); Prospective cohort study; Cardiomyopathy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00123258,0.0002866597,0.0009807918,0.0001601871,0.000144424,0.00003184544,0.000144001,0.00008209472,0.0000745618],"category_scores_gemma":[0.0001335456,0.0002208066,0.0003853668,0.0002122602,0.0007442063,0.0001618649,0.0001895076,0.0004269332,0.00003365718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003501668,"about_ca_system_score_gemma":0.00007596454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000250472,"about_ca_topic_score_gemma":0.000005287247,"domain_scores_codex":[0.997561,0.0006894314,0.0006179595,0.0003521675,0.0004417331,0.0003377569],"domain_scores_gemma":[0.9984001,0.00005559827,0.0002680697,0.0004964039,0.0004948202,0.0002850163],"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":[0.00180698,0.0003254078,0.145522,0.0006075611,0.001484824,0.001456582,0.004001398,0.000003272067,0.3313076,0.00003347597,0.50376,0.009690944],"study_design_scores_gemma":[0.00383738,0.002430166,0.08201184,0.001092677,0.000192299,0.01031461,0.0003281207,0.000004563276,0.009041403,0.00001998873,0.8904958,0.0002311068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489671,0.03960567,0.00005050719,0.01029038,0.0004615049,0.0003950871,0.00001152193,0.00002798816,0.0001902266],"genre_scores_gemma":[0.9777802,0.002047173,0.01774018,0.0006926887,0.001473862,0.000003295886,0.000004394862,0.00007553494,0.0001826263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3867358,"threshold_uncertainty_score":0.9004232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296685705047741,"score_gpt":0.2542522507806166,"score_spread":0.2412853937301392,"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."}}