{"id":"W2943453969","doi":"10.1017/cem.2019.204","title":"P013: A new efficient and accurate scanning protocol for traumatic pneumothorax","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Science North","funders":"","keywords":"Medicine; Pneumothorax; Thoracostomy; Focused assessment with sonography for trauma; Radiology; Emergency department; Blunt; Supine position; Computed tomography; Chest tube; Protocol (science); Retrospective cohort study; Ultrasound; Surgery; 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":[0.002849209,0.0007386199,0.0008390193,0.001417232,0.0004108448,0.001480696,0.00102806,0.001740033,0.005791265],"category_scores_gemma":[0.006288251,0.0007783007,0.0005035038,0.000576507,0.0004461406,0.001663017,0.001650246,0.001477484,0.002205378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004898421,"about_ca_system_score_gemma":0.001381117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440225,"about_ca_topic_score_gemma":0.002111944,"domain_scores_codex":[0.9982458,0.0006306039,0.0002033987,0.0002683834,0.0005556871,0.00009604814],"domain_scores_gemma":[0.9982811,0.0007784149,0.0001162299,0.0001772565,0.0005164274,0.0001304315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003990772,0.000591918,0.03323621,0.00106911,0.0001972591,0.003363996,0.0002836842,0.002536633,0.2264676,0.00214113,0.0611654,0.6649563],"study_design_scores_gemma":[0.003831085,0.008428006,0.1414837,0.0009592525,0.002071028,0.08106539,0.0007416387,0.1918502,0.355293,0.007108639,0.2059407,0.001227327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1563158,0.00952206,0.7902811,0.005054847,0.002286623,0.003089073,0.001757399,0.01606912,0.01562405],"genre_scores_gemma":[0.3482126,0.002529626,0.6316937,0.00343698,0.0009066733,0.002160351,0.002473368,0.001324407,0.007262305],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005791265,"threshold_uncertainty_score":0.01937377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608235789352769,"score_gpt":0.4019229048719355,"score_spread":0.2410993259366587,"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."}}