{"id":"W2107289302","doi":"10.1016/j.iccn.2009.11.003","title":"Are vital signs valid indicators for the assessment of pain in postoperative cardiac surgery ICU adults?","year":2009,"lang":"en","type":"article","venue":"Intensive and Critical Care Nursing","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Fondation de l'Hôpital général juif","keywords":"Vital signs; Medicine; Heart rate; Anesthesia; Respiratory rate; Cardiac surgery; Discriminant validity; Blood pressure; Physical therapy; Intensive care medicine; Surgery; Internal medicine; Patient satisfaction","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":[0.0003387971,0.0002106195,0.0006049454,0.0002630953,0.0001155227,0.00002409467,0.00005209168,0.0001270703,0.00001007899],"category_scores_gemma":[0.02528697,0.000159411,0.0002683983,0.0002544102,0.0005611486,0.00006310368,0.00001281676,0.0003248445,4.86167e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001641515,"about_ca_system_score_gemma":0.0001343715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001562401,"about_ca_topic_score_gemma":0.000006093408,"domain_scores_codex":[0.998511,0.0002084697,0.0003381752,0.0003245741,0.0002554115,0.0003623966],"domain_scores_gemma":[0.9847459,0.002701667,0.00007901612,0.0001582416,0.01219276,0.0001224034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003807462,0.0008742939,0.2043667,0.001304692,0.0005093453,0.0007477413,0.0456431,0.000005310194,0.02523366,0.01507694,0.03120464,0.6712261],"study_design_scores_gemma":[0.001008036,0.002750086,0.232611,0.004553822,0.0004434907,0.00004269529,0.7455235,0.000185737,0.01129895,0.0009276761,0.0002682475,0.0003868173],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92947,0.00514034,0.006694695,0.05417229,0.0007253994,0.001879747,0.0003052929,0.00004076657,0.001571441],"genre_scores_gemma":[0.9707436,0.00002662998,0.00017863,0.02884715,0.00007902799,0.00003625823,0.00006428792,0.00002013968,0.000004264021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6998804,"threshold_uncertainty_score":0.9829234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614286948935898,"score_gpt":0.3575403090833984,"score_spread":0.3313974395940394,"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."}}