{"id":"W4412991250","doi":"10.4081/aapm.41.","title":"Which neurocritical care skills support daily work in general critically-ill patients?","year":2025,"lang":"en","type":"article","venue":"Advances in Anesthesia and Pain Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Neurointensive care; Critically ill; Intensive care medicine; Work (physics); Medicine; Critical illness; Psychology; Engineering","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":[0.0008067776,0.0002995372,0.0003824297,0.0008475485,0.0007771893,0.002392021,0.000503732,0.000893541,0.007757203],"category_scores_gemma":[0.01336803,0.0001390145,0.0002986233,0.0006072364,0.001108102,0.001910907,0.001095724,0.00126212,0.001376041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244113,"about_ca_system_score_gemma":0.00443459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003578233,"about_ca_topic_score_gemma":0.01286198,"domain_scores_codex":[0.999228,0.0002832719,0.00005439135,0.00008123944,0.000117504,0.0002356249],"domain_scores_gemma":[0.9941937,0.001456338,0.001266317,0.0001128771,0.000663892,0.002306736],"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":[0.0004133932,0.000934185,0.3219421,0.002600634,0.0001766323,0.001246815,0.01612926,0.0002473043,0.0009276695,0.003950612,0.06186572,0.5895657],"study_design_scores_gemma":[0.0001627906,0.0005908317,0.8416523,0.006425178,0.0001560209,0.002781651,0.06374536,0.0004776449,0.0002954447,0.01712106,0.06648283,0.0001089966],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7101333,0.05101753,0.002464766,0.1716856,0.002891229,0.0002214788,0.000787049,0.0001177832,0.06068131],"genre_scores_gemma":[0.9591694,0.02558411,0.002371074,0.008849868,0.001189728,0.000101843,0.0002460346,0.00003096793,0.002457006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007757203,"threshold_uncertainty_score":0.02595049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005259153848994223,"score_gpt":0.2732885827955376,"score_spread":0.2680294289465434,"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."}}