{"id":"W2207352114","doi":"10.3171/2015.6.jns15175","title":"Temporal delays in trauma craniotomies","year":2016,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Craniotomy; Surgery","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":[0.001405989,0.0001925665,0.0001651038,0.001286978,0.0004565661,0.0006396362,0.0003511703,0.000244397,0.002962032],"category_scores_gemma":[0.01317186,0.0001659147,0.0002785114,0.001252116,0.0002592381,0.0008845259,0.0008120025,0.0005431445,0.0002146396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000965485,"about_ca_system_score_gemma":0.0009368981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003924005,"about_ca_topic_score_gemma":0.004322567,"domain_scores_codex":[0.998618,0.0002604892,0.0003191173,0.00022796,0.0002975624,0.0002767586],"domain_scores_gemma":[0.9874041,0.003273658,0.007652453,0.0001418534,0.0009405311,0.0005875058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006029205,0.00005021902,0.966583,0.000315021,0.00005457996,0.002098373,0.0007715723,0.0007183242,0.0007716444,0.0005690971,0.0005674731,0.02689783],"study_design_scores_gemma":[0.00002616553,0.0004861546,0.9776418,0.0002935019,0.00005550527,0.0119191,0.002781832,0.0007889299,0.001172929,0.0004717246,0.004341584,0.00002091384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910553,0.004439703,0.0008446572,0.0003663246,0.00005142968,0.00003463544,0.0006350075,0.00001499366,0.002558043],"genre_scores_gemma":[0.9979754,0.001131483,0.000372367,0.00004973393,0.00004411778,0.00001498123,0.0002383323,0.000003556332,0.0001700411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003924005,"threshold_uncertainty_score":0.009908974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739838286707447,"score_gpt":0.2835974662000819,"score_spread":0.2561990833330074,"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."}}