{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001094531,0.0008469716,0.0007675882,0.001360283,0.001790393,0.004405087,0.001399015,0.003114792,0.730898],"category_scores_gemma":[0.01471207,0.0003204287,0.0008464564,0.0007400573,0.0006409003,0.003992016,0.003620877,0.002729335,0.6072038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255405,"about_ca_system_score_gemma":0.003239609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002454316,"about_ca_topic_score_gemma":0.004706554,"domain_scores_codex":[0.9983701,0.0002867546,0.0001763056,0.0002243549,0.0006759327,0.000266682],"domain_scores_gemma":[0.9950324,0.0005897786,0.0003486106,0.0005376965,0.002147863,0.001343568],"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":[0.00002890141,0.0000172282,0.0002267253,0.0001068532,0.000002737287,0.000143189,0.00007561759,0.00001062361,0.00006101501,0.001003911,0.9423696,0.05595351],"study_design_scores_gemma":[0.00001494542,0.00001240214,0.0003340883,0.0001404286,0.000002506354,0.0003313531,0.0001420376,0.00001454704,0.00003577378,0.0008053556,0.9981605,0.000006012614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002043764,0.005073597,0.001974063,0.0673444,0.01771614,0.0006334939,0.00847732,0.003664288,0.8930729],"genre_scores_gemma":[0.01475288,0.005515737,0.001827111,0.03847501,0.005262984,0.000429933,0.005499218,0.001381746,0.9268553],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.730898,"threshold_uncertainty_score":0.3838413,"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."}}