{"id":"W7111296642","doi":"10.1371/journal.pone.0328282.s001","title":"PRISMA2020 checklist.","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; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000127643,0.0003703407,0.0005807312,0.0002750931,0.0001162957,0.00005262305,0.0003716515,0.0003935002,0.7626134],"category_scores_gemma":[0.007694236,0.0003537612,0.0002067641,0.0009776321,0.00003707401,0.0001121702,0.0002671442,0.0006607514,0.01354968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002633954,"about_ca_system_score_gemma":0.000802795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005262609,"about_ca_topic_score_gemma":0.000001503782,"domain_scores_codex":[0.9975814,0.00008166434,0.000676708,0.0005571677,0.000552227,0.0005507921],"domain_scores_gemma":[0.9978622,0.0003313664,0.0002131071,0.0008639263,0.0004132234,0.0003162114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009784305,0.0001341986,0.000298389,0.002129868,0.0001611922,0.0000891114,0.000252625,0.00001102979,0.0002869458,0.0002306251,0.9721804,0.02412782],"study_design_scores_gemma":[0.002072124,0.0001242608,0.06313202,0.02593491,0.0001846507,0.00001400206,0.0001578093,0.001311514,0.002417406,0.00009296778,0.9043251,0.0002332533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002094772,0.03895648,0.00005665527,0.02706094,0.003926612,0.004279396,0.2429311,0.00149476,0.6791993],"genre_scores_gemma":[0.6094165,0.00005626982,0.0001711627,0.01033694,0.002729971,0.0004338402,0.1495606,0.0001747222,0.22712],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7490637,"threshold_uncertainty_score":0.9998915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220478540933057,"score_gpt":0.3170418969587682,"score_spread":0.2949940428654625,"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."}}