{"id":"W2160158508","doi":"10.1111/jan.12409","title":"Fluctuations in vital signs and behavioural responses of brain surgery patients in the Intensive Care Unit: are they valid indicators of pain?","year":2014,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Network for Research on Aging; McGill University; Jewish General Hospital; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Louise and Alan Edwards Foundation; Réseau de recherche portant sur les interventions en sciences infirmières du Québec","keywords":"Vital signs; Intensive care unit; Medicine; Intensive care medicine; MEDLINE; Emergency medicine; Anesthesia","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007767101,0.000121196,0.0004497773,0.0009960504,0.00003453314,0.000005238925,0.0000735876,0.0000602212,0.000002246649],"category_scores_gemma":[0.03347933,0.00009082153,0.0001147776,0.0003795903,0.0002275266,0.0001365365,0.00001069352,0.0003428464,8.074613e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006655,"about_ca_system_score_gemma":0.0001088031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001849103,"about_ca_topic_score_gemma":0.00005234964,"domain_scores_codex":[0.9982411,0.0005844989,0.0005882606,0.00009924257,0.0003252222,0.0001616607],"domain_scores_gemma":[0.990333,0.002392521,0.00069205,0.0001139171,0.006415045,0.00005345386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001409997,0.000177956,0.9365172,0.00006467987,0.00002398764,0.00003289863,0.03235555,0.00006564505,0.006005296,0.00001892984,0.0001397919,0.02318808],"study_design_scores_gemma":[0.001359222,0.0007718138,0.6874322,0.002548051,0.00005564424,0.00002490783,0.3046467,0.000006015418,0.002904302,0.0001717112,0.00001154093,0.00006787694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997236,0.0002155352,0.000190714,0.00190945,0.000146111,0.0002299278,0.00001830509,0.000002100748,0.00005183061],"genre_scores_gemma":[0.9980877,0.00002077356,0.0001582702,0.001679542,0.00001973621,0.000001821762,0.00001485468,0.0000153249,0.000001981488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2722911,"threshold_uncertainty_score":0.9746621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314110373068155,"score_gpt":0.3167656417067394,"score_spread":0.2936245379760578,"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."}}