{"id":"W2778790886","doi":"10.1186/s13054-017-1918-4","title":"Association between continuous hyperosmolar therapy and survival in patients with traumatic brain injury – a multicentre prospective cohort study and systematic review","year":2017,"lang":"en","type":"review","venue":"Critical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Union des Blessés de la Face et de la Tête","keywords":"Medicine; Glasgow Coma Scale; Hazard ratio; Traumatic brain injury; Prospective cohort study; Glasgow Outcome Scale; Confounding; Internal medicine; Observational study; Propensity score matching; Surgery; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00108594,0.000514033,0.004899975,0.0001007743,0.0001567466,0.0001220464,0.0001583371,0.0002405591,0.000007881009],"category_scores_gemma":[0.004609732,0.0003348116,0.0002125329,0.0001448902,0.0001430323,0.0001298335,0.00005181385,0.0005962109,0.000004515743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268009,"about_ca_system_score_gemma":0.00009560862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001530514,"about_ca_topic_score_gemma":0.00001977896,"domain_scores_codex":[0.9962055,0.001114717,0.0009401448,0.0006951415,0.0007160506,0.0003284615],"domain_scores_gemma":[0.9970063,0.001440239,0.0004107894,0.000640468,0.0003268865,0.0001753157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0000230199,0.0002317814,0.3829122,0.5850323,0.00069029,0.00001950957,0.0004893971,2.318275e-10,2.202925e-9,0.000006139878,0.00001205604,0.03058338],"study_design_scores_gemma":[0.002483019,0.001287357,0.5288855,0.4518071,0.01348141,0.000007770821,0.0006412696,1.428036e-7,5.024537e-8,0.000005816736,0.000995634,0.0004048458],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02973677,0.9536364,7.066338e-7,0.00007589558,0.00007741605,0.01622334,0.0001342997,0.00003526245,0.00007987418],"genre_scores_gemma":[0.08348344,0.9149036,0.00002548808,0.0001226203,0.00006178579,0.001133644,0.0001469918,0.00007444197,0.00004794746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1459734,"threshold_uncertainty_score":0.9999104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05297897732561205,"score_gpt":0.3600455057569253,"score_spread":0.3070665284313133,"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."}}