{"id":"W2779437496","doi":"10.1002/ejhf.1095","title":"December 2017 at a Glance: Left Ventricular Ejection Fraction, Exercise Capacity, Peripartum Cardiomyopathy","year":2017,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Ejection fraction; Medicine; Cardiology; Heart failure; Internal medicine; Coronary artery disease; Cardiomyopathy; Troponin; Myocardial infarction","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":[0.001491961,0.0002595192,0.0007702977,0.0001804453,0.000631922,0.0001675029,0.0003252943,0.00007842227,0.0002435002],"category_scores_gemma":[0.0004378558,0.000224043,0.0009636481,0.00006839239,0.0001646255,0.0005856269,0.0002052605,0.0006917431,0.0004723149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214401,"about_ca_system_score_gemma":0.00007401338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005991336,"about_ca_topic_score_gemma":0.00000553235,"domain_scores_codex":[0.9976108,0.0003585948,0.0005578892,0.0003023323,0.0008239161,0.0003464611],"domain_scores_gemma":[0.9972582,0.00002040469,0.0005449635,0.001281375,0.0005585488,0.0003364714],"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":[0.0008130645,0.0003075936,0.3081267,0.0003656221,0.001240904,0.0309523,0.0008451472,0.0001545322,0.008454987,0.0000138125,0.6442151,0.00451028],"study_design_scores_gemma":[0.002711053,0.000266824,0.1396985,0.001365,0.0006383759,0.04963363,0.0001107406,0.00001392317,0.002910149,0.00001623549,0.8023998,0.0002357957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703436,0.0103907,0.001359791,0.004331754,0.003037565,0.0004735284,0.000008633522,0.0000710466,0.009983356],"genre_scores_gemma":[0.9911321,0.0005546347,0.004823796,0.0001027614,0.00202237,0.000001681689,0.000005068762,0.00007630523,0.00128129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1684282,"threshold_uncertainty_score":0.9136209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840007826738915,"score_gpt":0.2640361556410972,"score_spread":0.2456360773737081,"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."}}