{"id":"W4406441946","doi":"10.1016/j.ysur.2016.04.022","title":"10.1016/j.ysur.2016.04.022","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Hemothorax; Streptokinase; Randomized controlled trial; Surgery; Anesthesia; Internal medicine; Myocardial infarction; 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":[0.0007037437,0.001112486,0.0004284836,0.001789808,0.0009268779,0.002178478,0.0009303719,0.003052756,0.8242738],"category_scores_gemma":[0.001590797,0.0004388071,0.0005066359,0.0007519198,0.000814695,0.00226413,0.001177054,0.001377547,0.741609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007933832,"about_ca_system_score_gemma":0.001232495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003083946,"about_ca_topic_score_gemma":0.002865672,"domain_scores_codex":[0.9996922,0.00002695609,0.00003566484,0.00007520358,0.00008084534,0.00008928535],"domain_scores_gemma":[0.9991633,0.0001543242,0.0001546655,0.00004266964,0.0001784823,0.0003066216],"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":[0.0003802697,0.0004014852,0.02014037,0.0007574468,0.00006265628,0.001379799,0.000220577,0.0003353738,0.0008803984,0.005747202,0.2447489,0.7249455],"study_design_scores_gemma":[0.00009205233,0.0002251943,0.02127888,0.002480978,0.00009740779,0.01348174,0.001038435,0.0006314467,0.0009247137,0.009546485,0.9501426,0.00006003135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01491088,0.02118357,0.003959405,0.01365313,0.003021969,0.0001479943,0.004787364,0.002178369,0.9361573],"genre_scores_gemma":[0.05955146,0.01390959,0.005075267,0.004579284,0.001785306,0.0001649766,0.004661637,0.0005009548,0.9097715],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1757262,"threshold_uncertainty_score":0.2506521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00941373486529544,"score_gpt":0.19615246093163,"score_spread":0.1867387260663345,"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."}}