{"id":"W7111321793","doi":"10.1371/journal.pone.0328282.s002","title":"Characteristics of the included studies.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confidence interval; Laparoscopic surgery; Abdominal surgery; Hypothermia; Prospective cohort study; Laparoscopy; Relative risk","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01564209,0.002744741,0.01075704,0.01762901,0.00140279,0.003078223,0.002595122,0.002984003,0.08215091],"category_scores_gemma":[0.1006479,0.001262684,0.009403946,0.0209685,0.0009537925,0.003726363,0.001920086,0.002110373,0.008087263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004085327,"about_ca_system_score_gemma":0.009299407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003943904,"about_ca_topic_score_gemma":0.00707543,"domain_scores_codex":[0.977034,0.004054237,0.01411152,0.001726217,0.002252568,0.0008214306],"domain_scores_gemma":[0.9552884,0.02878905,0.009847067,0.001485251,0.004150452,0.0004398128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001650817,0.00006637374,0.002895992,0.9084121,0.01061988,0.0003383723,0.000374768,0.0002922016,0.0003711681,0.001744893,0.03471515,0.03851834],"study_design_scores_gemma":[0.003912374,0.0006206353,0.01707691,0.6806593,0.05230301,0.001533841,0.0009269221,0.0006499155,0.001014783,0.007603941,0.2335416,0.0001566973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"dataset","genre_scores_codex":[0.009145713,0.442394,0.008748047,0.004435819,0.003091844,0.116702,0.3963514,0.0008100994,0.01832113],"genre_scores_gemma":[0.06860453,0.2395954,0.01452425,0.01245577,0.001278896,0.5684543,0.08285756,0.0004955004,0.01173388],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9178491,"threshold_uncertainty_score":0.2748222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05808131821267607,"score_gpt":0.3605164100216803,"score_spread":0.3024350918090042,"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."}}