{"id":"W2007941918","doi":"10.1097/01.ta.0000202462.96207.18","title":"Are Occult Pneumothoraces Truly Occult or Simply Missed?","year":2006,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Medicine; Occult; Radiology; Radiography; Supine position; Kappa; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003686442,0.0002224031,0.0004111492,0.0001737424,0.0003242832,0.0001071652,0.0001102228,0.0001213898,0.0001922778],"category_scores_gemma":[0.0004772299,0.0001303005,0.0001988844,0.0002614133,0.0002461548,0.0002741141,0.00002693418,0.0003955879,0.00001197494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006575831,"about_ca_system_score_gemma":0.00004645421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002702425,"about_ca_topic_score_gemma":0.0003125635,"domain_scores_codex":[0.998444,0.0001303798,0.0005448148,0.0001615224,0.0004249142,0.0002943843],"domain_scores_gemma":[0.9983503,0.0003763408,0.0001994595,0.0001890995,0.0006893182,0.0001954388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005845582,0.00203546,0.6903349,0.002749386,0.000447511,0.0006366542,0.00253224,0.00005837251,0.001532441,0.004018027,0.2399561,0.04985328],"study_design_scores_gemma":[0.002111507,0.002648691,0.9216107,0.0004571972,0.001629895,0.0009392138,0.006251355,0.00001197173,0.002698136,0.001237291,0.06008945,0.0003146642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873298,0.001648008,0.0001775882,0.006845909,0.0004239348,0.0002040782,0.00002188159,0.0000533892,0.003295445],"genre_scores_gemma":[0.9968515,0.0005077976,0.00009877037,0.00137627,0.0009211719,0.000004454962,0.000004088832,0.00002310853,0.0002128368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2312757,"threshold_uncertainty_score":0.53135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269278194633848,"score_gpt":0.3343791423866753,"score_spread":0.3016863604403369,"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."}}