{"id":"W2792129060","doi":"10.1002/ejhf.994","title":"January 2018 at a Glance: Biomarkers, Co-Morbidities and Mechanical Circulatory Support","year":2018,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Cardiology; Ejection fraction; Atrial fibrillation; Heart failure with preserved ejection fraction; 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":[],"consensus_categories":[],"category_scores_codex":[0.00140555,0.0008818296,0.001051552,0.001704381,0.0009657651,0.004273401,0.0008217131,0.00341469,0.06848564],"category_scores_gemma":[0.008319538,0.0003052459,0.0005149677,0.001392121,0.0007584688,0.002429142,0.001367067,0.004645712,0.0229907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002454,"about_ca_system_score_gemma":0.001495545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002821931,"about_ca_topic_score_gemma":0.004974708,"domain_scores_codex":[0.9991103,0.0002869286,0.0001135203,0.0001184431,0.0002921004,0.00007879701],"domain_scores_gemma":[0.996813,0.0009634298,0.0003246881,0.0001200125,0.001168324,0.0006105659],"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":[0.00005993497,0.00002338818,0.001336824,0.0003027012,0.00001657227,0.00009842594,0.00002747535,0.00001798646,0.00005239015,0.0009221644,0.9221579,0.07498413],"study_design_scores_gemma":[0.00002723174,0.00004613926,0.004468468,0.002657313,0.00002817753,0.0005166938,0.00008898105,0.000057885,0.00004624706,0.002218299,0.989829,0.00001551819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001219985,0.3720415,0.0007276753,0.3526785,0.2224773,0.00006714555,0.002106092,0.0002534124,0.04842844],"genre_scores_gemma":[0.01334357,0.2758665,0.001596563,0.1178943,0.4849271,0.0001594243,0.003348625,0.0002468679,0.1026172],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06848564,"threshold_uncertainty_score":0.2291073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421098194386408,"score_gpt":0.2667830259791645,"score_spread":0.2525720440353005,"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."}}