{"id":"W4406541981","doi":"10.1016/j.ysur.2016.04.011","title":"10.1016/j.ysur.2016.04.011","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Thoracotomy; Emergency department; Selection (genetic algorithm); Medical emergency; General surgery; Emergency medicine; Surgery; Intensive care medicine; Nursing; Pathology","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":[0.0006909654,0.0009948555,0.0004050613,0.001674211,0.0008941324,0.002138166,0.0008915025,0.002975096,0.7733422],"category_scores_gemma":[0.001739102,0.000398511,0.0004861689,0.0006835988,0.0007935109,0.002150809,0.001115978,0.001351636,0.6629193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008365542,"about_ca_system_score_gemma":0.001253573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003237267,"about_ca_topic_score_gemma":0.003025218,"domain_scores_codex":[0.9996778,0.00002942575,0.00003666983,0.00007456015,0.00008567902,0.0000958888],"domain_scores_gemma":[0.9991624,0.0001543007,0.0001523837,0.00004083406,0.0001868988,0.0003032527],"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":[0.0003899074,0.0003999013,0.02534467,0.0007379527,0.0000669142,0.00164294,0.0002415546,0.0003408578,0.0009326428,0.005669395,0.2501653,0.7140679],"study_design_scores_gemma":[0.00008549246,0.000231325,0.02544213,0.002434658,0.00009938081,0.01632156,0.001161314,0.0006169179,0.0009451882,0.009551113,0.9430532,0.0000577127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01951044,0.02569166,0.004252949,0.01796525,0.003576346,0.0001476201,0.004887015,0.001996851,0.9219719],"genre_scores_gemma":[0.07790206,0.01731353,0.005644335,0.005273318,0.00211096,0.0001681737,0.004973073,0.0004862868,0.8861282],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2266578,"threshold_uncertainty_score":0.3232998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009885712984447,"score_gpt":0.1953117814520885,"score_spread":0.185212924322244,"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."}}