{"id":"W4406509686","doi":"10.1016/j.ysur.2016.03.050","title":"10.1016/j.ysur.2016.03.050","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumomediastinum; Blunt; Computed tomographic; Blunt trauma; Radiology; Medical emergency; Computed tomography; Pneumothorax","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005297145,0.0009833913,0.0004273525,0.001374629,0.0008224004,0.002140334,0.000828267,0.002698395,0.8737929],"category_scores_gemma":[0.001412265,0.0003420727,0.0005123594,0.0005448207,0.0006358902,0.00183367,0.001061762,0.001300744,0.8291042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006741812,"about_ca_system_score_gemma":0.001139276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002215912,"about_ca_topic_score_gemma":0.002236991,"domain_scores_codex":[0.9997938,0.00001631097,0.00001919195,0.00005318104,0.00006014334,0.00005730971],"domain_scores_gemma":[0.9992002,0.0001140999,0.0001119892,0.00003959387,0.0001717667,0.0003623682],"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":[0.0003595347,0.000343642,0.008498507,0.000562758,0.00004123861,0.0006293401,0.0001427767,0.0002326959,0.000813409,0.004411085,0.3164335,0.6675315],"study_design_scores_gemma":[0.00008663512,0.0001973218,0.009950288,0.001270796,0.00005616076,0.005313937,0.0004378525,0.0003961213,0.0005724083,0.00548097,0.9762021,0.00003537157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008572952,0.01498449,0.00303005,0.009456265,0.003563135,0.0001378352,0.004021497,0.002074101,0.9541596],"genre_scores_gemma":[0.02402623,0.005332481,0.00220094,0.002415926,0.001103621,0.00009770374,0.002572902,0.0003617883,0.9618883],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1262071,"threshold_uncertainty_score":0.1800191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00980688325444868,"score_gpt":0.2132725110744944,"score_spread":0.2034656278200458,"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."}}