{"id":"W4412493499","doi":"10.1371/journal.pone.0328282","title":"Risk factors for intraoperative hypothermia during laparoscopic surgery: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Odds ratio; Confidence interval; Laparoscopic surgery; MEDLINE; Abdominal surgery; Laparoscopy; Surgery; Anesthesia; Internal medicine","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0009820933,0.0006390084,0.02057678,0.0006727826,0.00009425486,0.00002717807,0.0001504619,0.0002421491,0.0003911158],"category_scores_gemma":[0.005974238,0.0003744067,0.00248407,0.00110182,0.00007724918,0.00005310046,0.00005161603,0.0003782565,0.000009683379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001561082,"about_ca_system_score_gemma":0.0002293022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001187799,"about_ca_topic_score_gemma":0.000004808817,"domain_scores_codex":[0.9961662,0.0006811566,0.001732305,0.0006134231,0.0005144227,0.0002925011],"domain_scores_gemma":[0.9939539,0.003529075,0.001167474,0.0008963206,0.0002661549,0.0001870836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000003305408,0.0001297845,0.00001797771,0.7293918,0.2703156,0.00000248429,0.00003703182,7.697619e-8,4.5199e-7,0.000005774591,0.0000266388,0.00006903216],"study_design_scores_gemma":[0.0001630988,0.00002940063,0.00001485105,0.2608117,0.7384912,0.000003042848,0.00001035085,0.000002247715,0.00001248746,0.000002783829,0.0002684177,0.0001903661],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002165476,0.9893764,0.00001930212,0.000179459,0.00001978103,0.009709904,0.0003347129,0.0001138743,0.00002996891],"genre_scores_gemma":[0.00005191036,0.9903987,0.0002660948,0.0001881823,0.00005571752,0.002889071,0.0002225283,0.00009287985,0.005834887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4685801,"threshold_uncertainty_score":0.9998708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1812152598047692,"score_gpt":0.3478695419809393,"score_spread":0.1666542821761701,"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."}}