{"id":"W7117295232","doi":"10.2196/85045","title":"Forced-Air Warming Temperature Settings for Treating Postoperative Hypothermia in the Postanesthesia Care Unit: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Hypothermia; Protocol (science); Standard of care; Reduction (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00283325,0.0006747093,0.003381121,0.0005592013,0.0004467808,0.00004816524,0.0003193885,0.0003000879,0.0001598362],"category_scores_gemma":[0.005019259,0.0003329655,0.0004793418,0.0009079546,0.0008563693,0.0001534608,0.00003362825,0.0007696765,0.000003140203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002845809,"about_ca_system_score_gemma":0.0005449498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005829429,"about_ca_topic_score_gemma":0.0000500123,"domain_scores_codex":[0.9951673,0.001303341,0.001570851,0.0006730947,0.0007237943,0.0005616058],"domain_scores_gemma":[0.9939326,0.004004384,0.0003671088,0.0005801322,0.0009782043,0.0001375484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8874726,0.0002449636,0.0003105055,0.0002975861,0.0003855559,0.00009024717,0.08514956,0.00007064986,0.01708385,0.00600983,0.0009198196,0.001964803],"study_design_scores_gemma":[0.9157906,0.002653525,0.001195932,0.002126359,0.0006366578,0.00007576588,0.06877038,0.001039301,0.001015413,0.00006068717,0.006350777,0.0002845736],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8967546,0.002500098,0.0001988537,0.0572742,0.0004545793,0.03380115,0.00001176877,0.0001666046,0.008838164],"genre_scores_gemma":[0.9656436,0.00003639572,0.0005055564,0.01634134,0.0009210184,0.00910494,0.0001675343,0.00008885372,0.007190703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06888909,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204190673687294,"score_gpt":0.3343666540761294,"score_spread":0.3223247473392564,"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."}}