{"id":"W2070081867","doi":"10.1097/ta.0b013e3181f6f525","title":"Occult Pneumothoraces Truly Occult or Simply Missed: Redux","year":2010,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Occult; Radiology; Confidence interval; Nuclear medicine; Internal medicine; Pathology","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":[0.02542137,0.0006566469,0.0006719701,0.003656265,0.0009283124,0.002944432,0.001471926,0.0008547796,0.001137139],"category_scores_gemma":[0.07742415,0.0005839173,0.0004043358,0.001521647,0.002937634,0.002347184,0.002578783,0.0009602334,0.0002208844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089297,"about_ca_system_score_gemma":0.0009479532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007879846,"about_ca_topic_score_gemma":0.002076586,"domain_scores_codex":[0.9808736,0.01022621,0.002639462,0.001725462,0.004071989,0.000463334],"domain_scores_gemma":[0.925805,0.05066278,0.01255404,0.003727563,0.006165467,0.001085025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001199321,0.00007308304,0.8870671,0.0009703788,0.0001540026,0.001867851,0.002511093,0.0003214761,0.002293625,0.0006873365,0.001299892,0.1015548],"study_design_scores_gemma":[0.0002098824,0.002252933,0.8842968,0.001545683,0.0009582139,0.05877783,0.006319193,0.01320382,0.01604072,0.003701332,0.01245198,0.0002415135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709262,0.0113073,0.01093733,0.001942401,0.0003780714,0.0001735693,0.0001233681,0.000100032,0.004111792],"genre_scores_gemma":[0.9890434,0.001289553,0.008762378,0.0002565694,0.0002577175,0.00005295714,0.00005572905,0.00001507006,0.0002666666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02542137,"threshold_uncertainty_score":0.1344426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867582644137439,"score_gpt":0.3505632855766117,"score_spread":0.3218874591352373,"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."}}