{"id":"W2904692310","doi":"10.1097/01.eem.0000550367.90072.df","title":"Medically Clear","year":2018,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mindset; Pulmonary embolism; Medical emergency; Emergency medicine; Intensive care medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003982662,0.0002183257,0.0005631642,0.0001689963,0.0001356661,0.000002280033,0.0001881635,0.00009478848,0.07595292],"category_scores_gemma":[0.0004638252,0.0001560965,0.0001120526,0.0004314304,0.0002873502,0.00005933305,0.00008397394,0.0001884159,0.001745926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004165526,"about_ca_system_score_gemma":0.00005967095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006068507,"about_ca_topic_score_gemma":0.000196943,"domain_scores_codex":[0.9978354,0.00004107817,0.000625339,0.0004066116,0.0006548034,0.0004367822],"domain_scores_gemma":[0.9986503,0.0000220913,0.0001160151,0.0005807439,0.0002129858,0.0004178958],"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":[0.00006717096,0.0002628232,0.004717526,0.00006975763,0.0001223425,0.00002384929,0.0008843036,1.102629e-7,0.001233682,0.002831758,0.9772559,0.01253079],"study_design_scores_gemma":[0.001310362,0.00277446,0.06519283,0.0001704843,0.0002839717,0.0000165187,0.0005003454,0.0000588624,0.000237793,0.0006760377,0.928605,0.0001733574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.179329,0.001245892,0.0009889498,0.05046191,0.006965897,0.0008141649,0.000001758458,0.0003158187,0.7598766],"genre_scores_gemma":[0.9276747,0.006154717,0.001076396,0.01117716,0.01543877,0.0000799981,0.00004657166,0.0001022164,0.03824945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7483457,"threshold_uncertainty_score":0.9990313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004264369732213,"score_gpt":0.3500038127214797,"score_spread":0.3099611690241575,"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."}}