{"id":"W1975028693","doi":"10.1111/j.1365-2702.2012.04287.x","title":"A systematic review on the effectiveness of prewarming to prevent perioperative hypothermia","year":2012,"lang":"en","type":"review","venue":"Journal of Clinical Nursing","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Perioperative; Medicine; Hypothermia; Context (archaeology); CINAHL; Intensive care medicine; MEDLINE; Perioperative nursing; Anesthesia; Nursing; Psychological intervention","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01993605,0.0003639794,0.00744582,0.0001787936,0.00003868961,0.000009925149,0.0003496741,0.0002449982,0.0000641205],"category_scores_gemma":[0.01957081,0.0001624931,0.001741068,0.0003590813,0.0001790088,0.00006010833,0.00002692763,0.00123319,0.00002223661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000299576,"about_ca_system_score_gemma":0.0005390728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.997116e-7,"about_ca_topic_score_gemma":3.311894e-8,"domain_scores_codex":[0.9877614,0.0061238,0.004742236,0.0002028374,0.0009410711,0.0002286961],"domain_scores_gemma":[0.9833872,0.01119702,0.003987515,0.0005684425,0.0005117602,0.0003480056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001815694,0.0006281905,0.000002243266,0.787581,0.0007856879,0.00001618358,0.000132981,0.000001281176,0.000003768104,0.000174689,0.0000693753,0.210423],"study_design_scores_gemma":[0.0003881819,0.001304428,0.0001198328,0.9658446,0.01464964,0.0006138807,0.00004302167,0.000001451308,0.000008698406,0.00001976841,0.01688287,0.000123669],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002195312,0.9928758,0.0001574427,0.0005572622,0.001030772,0.004730964,0.000002279581,0.000009421889,0.0004165331],"genre_scores_gemma":[0.0009698219,0.9969225,0.0003174938,0.0004673631,0.001060087,0.00005626511,0.000001328851,0.00008842673,0.0001167145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2102993,"threshold_uncertainty_score":0.9886878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171204873557674,"score_gpt":0.5015656391986263,"score_spread":0.3844451518428589,"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."}}