{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005374148,0.0002138496,0.0003746505,0.0001702619,0.0003336372,0.0001087576,0.0001386105,0.0001560492,0.0003962776],"category_scores_gemma":[0.0009575368,0.0001236627,0.0001856535,0.0002354605,0.000322903,0.0003011303,0.00003200471,0.0007577148,0.00001439634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003421536,"about_ca_system_score_gemma":0.00008623869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001563059,"about_ca_topic_score_gemma":0.000315853,"domain_scores_codex":[0.99852,0.0001051807,0.0005050314,0.0001635395,0.0004132921,0.0002929267],"domain_scores_gemma":[0.9981708,0.0004338727,0.0001213366,0.0002394627,0.0007185738,0.0003159837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01272959,0.003100067,0.3670094,0.003934899,0.001084686,0.0006525614,0.01432797,0.00001514873,0.0278895,0.01224872,0.2362773,0.3207302],"study_design_scores_gemma":[0.004625304,0.008983896,0.7534945,0.0005820807,0.003682782,0.003583639,0.0124466,0.00002895842,0.01530675,0.002306052,0.1942354,0.0007240237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861591,0.0004805827,0.00009065762,0.008487266,0.0009400425,0.0002035307,0.00001547745,0.00004777197,0.003575525],"genre_scores_gemma":[0.9967294,0.0005842308,0.0002210149,0.001327878,0.0009453364,0.000004528361,0.000003202318,0.00002333685,0.0001610754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3864851,"threshold_uncertainty_score":0.5042819,"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."}}