{"id":"W2098841316","doi":"10.1002/ejhf.447","title":"November 2015 at a Glance","year":2015,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Cardiogenic shock; Heart failure; Internal medicine; Cardiology; Pulmonary artery; Myocardial infarction; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001997976,0.001386947,0.001391229,0.002684765,0.001457627,0.007650977,0.002308774,0.005892437,0.5417892],"category_scores_gemma":[0.0155446,0.0006791345,0.001315696,0.002396684,0.001086436,0.005102424,0.003468076,0.005968321,0.4198501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269447,"about_ca_system_score_gemma":0.002083336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327135,"about_ca_topic_score_gemma":0.003186567,"domain_scores_codex":[0.9982096,0.0003030207,0.0002003488,0.0002621458,0.000832484,0.0001923455],"domain_scores_gemma":[0.9940521,0.001136527,0.0004456166,0.0004720936,0.002705547,0.001188147],"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":[0.00001613015,0.00001622829,0.00007909566,0.0001674473,0.000004751233,0.00007321896,0.00001058691,0.00001985636,0.00004808901,0.0003749123,0.9724576,0.02673216],"study_design_scores_gemma":[0.000009821703,0.0000108569,0.000196887,0.000362482,0.000003053866,0.0001370642,0.00002620285,0.00001534167,0.00002927757,0.0005096154,0.9986927,0.000006758274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005846738,0.02963562,0.001930536,0.2050515,0.4581253,0.000261101,0.004426113,0.002534947,0.2974502],"genre_scores_gemma":[0.002418056,0.02216369,0.001787234,0.1610298,0.2135089,0.0002349535,0.003543073,0.0009184179,0.5943959],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5417892,"threshold_uncertainty_score":0.653582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865552931367892,"score_gpt":0.2769141486940801,"score_spread":0.2482586193804012,"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."}}