{"id":"W2434605785","doi":"10.1111/pan.12939","title":"Preoperative warming and undesired surgical and anesthesia outcomes in pediatric spinal surgery—a retrospective cohort study","year":2016,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Perioperative; Propensity score matching; Odds ratio; Retrospective cohort study; Anesthesia; Incidence (geometry); Packed red blood cells; Surgery; Blood transfusion; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001388798,0.0003917355,0.001115695,0.0005938443,0.0000958957,0.00002888727,0.00009269643,0.0001730793,0.00005446868],"category_scores_gemma":[0.0004594655,0.0002518691,0.00008485141,0.0006631475,0.0001696301,0.0002252958,0.00003899109,0.0002400818,0.00001412774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934686,"about_ca_system_score_gemma":0.0001755658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007301789,"about_ca_topic_score_gemma":0.000008542387,"domain_scores_codex":[0.9970592,0.000292943,0.0007041237,0.0007488939,0.0007189354,0.0004759434],"domain_scores_gemma":[0.9981545,0.0007929241,0.0002249364,0.0003486094,0.0001563796,0.0003226993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003917747,0.0003919663,0.9952639,0.00006529558,0.00003329605,0.002472027,0.000423866,3.779415e-7,0.000005592184,0.0001231277,0.00007649166,0.0007522402],"study_design_scores_gemma":[0.003115591,0.000771311,0.9929244,0.00003659314,0.0004269232,0.002068694,0.0002068585,0.00001458157,0.0000058543,0.0000685883,0.00006070808,0.0002999167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940888,0.001226463,0.00001892894,0.003014094,0.00003790935,0.001408273,7.010845e-7,0.0001537265,0.00005113031],"genre_scores_gemma":[0.9973972,0.001040337,0.0001064925,0.00009844977,0.0005683486,0.0001027016,0.000002507585,0.00006921306,0.0006147695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003308406,"threshold_uncertainty_score":0.9999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738414843943796,"score_gpt":0.2797642891061363,"score_spread":0.2623801406666983,"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."}}