{"id":"W2346227142","doi":"10.1002/ejhf.564","title":"May 2016 at a Glance","year":2016,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Cohort; Guideline; Cardiology; Emergency 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009422963,0.0001342859,0.0003808654,0.00009916542,0.00004725795,0.00001215015,0.0001552673,0.00002620838,0.0006754324],"category_scores_gemma":[0.0002391022,0.00007611289,0.0004568492,0.0000893403,0.00008956154,0.0001214263,0.00009804873,0.0002021229,0.001558293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009114028,"about_ca_system_score_gemma":0.00006289917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.461513e-7,"about_ca_topic_score_gemma":5.775674e-7,"domain_scores_codex":[0.9984552,0.0003139426,0.0004085877,0.0001533168,0.0004373383,0.0002315889],"domain_scores_gemma":[0.9989052,0.00005381474,0.0001516108,0.0004600977,0.0002020986,0.0002271524],"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":[0.00031212,0.00006057261,0.01533706,0.00004999724,0.0003238625,0.006614588,0.0001792954,0.000001450899,0.05457594,0.0000376251,0.8981124,0.02439509],"study_design_scores_gemma":[0.002681226,0.000335507,0.01706174,0.001638149,0.00009300259,0.02007484,0.00001576706,2.13941e-7,0.00467116,0.00001118166,0.9533154,0.0001017666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7727734,0.03292174,0.004876531,0.1495099,0.002600829,0.0005567693,0.00001961531,0.0001650485,0.03657619],"genre_scores_gemma":[0.9692135,0.0003575606,0.01521861,0.0005500377,0.00148735,4.689569e-7,6.417987e-7,0.00006539276,0.01310637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1964402,"threshold_uncertainty_score":0.9992191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115880631900346,"score_gpt":0.2452920847780247,"score_spread":0.2341332784590213,"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."}}