{"id":"W2619324951","doi":"10.1136/emermed-2017-206808.1","title":"BET1: Pre-hospital finger thoracostomy in patients with traumatic cardiac arrest","year":2017,"lang":"en","type":"article","venue":"Emergency Medicine Journal","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Thoracostomy; Surgery; Emergency medicine; Medical emergency; Pneumothorax","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":[0.001992835,0.0002746379,0.0008533298,0.002166524,0.0002554522,0.001065911,0.0004506929,0.0008861895,0.003460445],"category_scores_gemma":[0.01174988,0.0001430014,0.000997092,0.002546972,0.0002708792,0.0009615912,0.000304787,0.0006001115,0.0005564826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004694086,"about_ca_system_score_gemma":0.001520671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005819516,"about_ca_topic_score_gemma":0.00100534,"domain_scores_codex":[0.998628,0.000374471,0.0005707635,0.00009348231,0.0002774681,0.00005581775],"domain_scores_gemma":[0.9901665,0.006999709,0.001817041,0.00008889907,0.0008036081,0.0001242082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002699666,0.0001187521,0.02632287,0.2577952,0.002476178,0.003857355,0.0005375357,0.0001984274,0.00155351,0.001047844,0.01173393,0.6916586],"study_design_scores_gemma":[0.0009576106,0.006718066,0.1995176,0.3952894,0.02047584,0.06609287,0.002879187,0.0003492016,0.004868238,0.001389802,0.3012999,0.0001622846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01192734,0.984389,0.0001394038,0.0008266243,0.0006308015,0.00004370432,0.0002216751,0.000005233334,0.001816257],"genre_scores_gemma":[0.08201164,0.9144052,0.0006503952,0.0009277934,0.0009656325,0.0001010767,0.0003743366,0.00000612903,0.000557755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003460445,"threshold_uncertainty_score":0.01157629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631087242165758,"score_gpt":0.3026665065510672,"score_spread":0.2863556341294096,"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."}}