{"id":"W3033246266","doi":"10.1016/j.chest.2020.01.002","title":"Independent Clinical Criteria in Medicine","year":2020,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"University of British Columbia; CytoSen Therapeutics; Ferring Pharmaceuticals","keywords":"Medicine; Septic shock; Sepsis; Intensive care medicine; Clinical trial; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005170176,0.001012586,0.001524614,0.006052801,0.002584652,0.003824176,0.002055699,0.002605555,0.0416122],"category_scores_gemma":[0.03973111,0.0004308993,0.001524083,0.004012358,0.001819344,0.001689419,0.005172484,0.003992229,0.01780015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002228236,"about_ca_system_score_gemma":0.0161276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004045752,"about_ca_topic_score_gemma":0.006930246,"domain_scores_codex":[0.9885234,0.002950984,0.00263168,0.0007359653,0.003771372,0.001386559],"domain_scores_gemma":[0.9756395,0.005015319,0.003381647,0.001785524,0.0100848,0.00409307],"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":[0.0004394717,0.000239285,0.04563779,0.0008340312,0.00009948645,0.003148414,0.0006965798,0.0003376416,0.0008038749,0.1007983,0.7557309,0.09123422],"study_design_scores_gemma":[0.0003003096,0.000139442,0.0550088,0.002297762,0.00009595057,0.008119371,0.000647596,0.001027163,0.000723289,0.05156947,0.8799683,0.00010254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02102984,0.02319288,0.0281967,0.1154061,0.02079551,0.004680999,0.0199829,0.0006173835,0.7660978],"genre_scores_gemma":[0.4226272,0.02609753,0.1049258,0.07260439,0.03012211,0.01875118,0.05096202,0.0009082831,0.2730015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0416122,"threshold_uncertainty_score":0.1392067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4023991976166457,"score_gpt":0.4895991486086349,"score_spread":0.08719995099198924,"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."}}