{"id":"W2955947932","doi":"10.1503/cmaj.72169","title":"How likely is “likely”?","year":2019,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Listing (finance); Brain natriuretic peptide; Natriuretic peptide; Medicine; Heart failure; N-terminal pro-Brain Natriuretic Peptide; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005249341,0.0005284668,0.001120544,0.00141278,0.003972083,0.004315394,0.001284368,0.01502225,0.01006951],"category_scores_gemma":[0.06864055,0.0004838421,0.0004938488,0.000805322,0.003225118,0.008488597,0.001592902,0.02211719,0.008477548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003691864,"about_ca_system_score_gemma":0.00346921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008961758,"about_ca_topic_score_gemma":0.01247142,"domain_scores_codex":[0.9952644,0.002243737,0.0006667906,0.0005581489,0.0008372557,0.0004296514],"domain_scores_gemma":[0.978331,0.01255781,0.001677156,0.0004129914,0.004248978,0.002772141],"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":[0.0000564236,0.00004099068,0.008441096,0.0001162358,0.00002159616,0.005380365,0.0008250804,0.0001108695,0.0001904793,0.005521046,0.94269,0.03660586],"study_design_scores_gemma":[0.0001182094,0.0001442398,0.006184357,0.002944044,0.00008553787,0.06886216,0.0100314,0.001849973,0.0005183385,0.1115083,0.7974864,0.0002671551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007342732,0.001573555,0.0004591339,0.9889565,0.003908868,0.000007704272,0.00005436923,0.00002002774,0.004285521],"genre_scores_gemma":[0.03082646,0.003971933,0.001604471,0.9264481,0.0341005,0.00003263179,0.00007215886,0.00007510264,0.002868572],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01502225,"threshold_uncertainty_score":0.03368592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119864803951769,"score_gpt":0.2299233126107038,"score_spread":0.2187246645711861,"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."}}