{"id":"W4214734518","doi":"10.1007/s12028-019-00857-7","title":"17th Annual Meeting, Neurocritical Care Society, October 15–18, 2019, Vancouver, Canada","year":2019,"lang":"en","type":"article","venue":"Neurocritical Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurointensive care; Medicine; Neurology; Medical emergency; Emergency medicine; Family medicine; Intensive care medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008458452,0.0005042125,0.0007557927,0.00005198802,0.000226308,0.00005994331,0.000360891,0.0002143571,0.0008862358],"category_scores_gemma":[0.0005791312,0.00046514,0.0005420441,0.0002844492,0.0002445274,0.00018359,0.0001868932,0.001007066,0.0001250581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088261,"about_ca_system_score_gemma":0.0008157296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01018589,"about_ca_topic_score_gemma":0.03027174,"domain_scores_codex":[0.9958361,0.0001712449,0.0005639399,0.001049007,0.001363071,0.001016585],"domain_scores_gemma":[0.9971846,0.0005169535,0.0000481241,0.000879633,0.0007068877,0.0006637666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003385277,0.0002863351,0.02242186,0.003826251,0.0001481192,0.001364539,0.002143203,0.00002232141,0.001279798,0.001346564,0.9630184,0.00380404],"study_design_scores_gemma":[0.007021928,0.002469163,0.05441519,0.0008125425,0.0009940881,0.0006271593,0.03234641,0.0001956028,0.008084191,0.0001451566,0.8911611,0.001727452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9183722,0.006163863,0.0000311875,0.003676951,0.007901486,0.001489772,0.0008337475,0.0004411745,0.06108959],"genre_scores_gemma":[0.9816471,0.00005625869,0.0003025324,0.01542079,0.0005388967,0.00003118553,0.0001179569,0.0001068208,0.001778428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07185733,"threshold_uncertainty_score":0.9997801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007565410187357171,"score_gpt":0.2456164239181078,"score_spread":0.2380510137307506,"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."}}