{"id":"W1540630537","doi":"10.1111/j.1365-2044.2010.06609.x","title":"An evaluation of underbody forced‐air and resistive heating during hypothermic, on‐pump cardiac surgery*","year":2011,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cardiopulmonary bypass; Medicine; Cardiac surgery; Anesthesia; Core temperature; Resistive touchscreen; Forced-air; Cardiology; Hypothermia; Internal medicine; Electrical engineering; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001190025,0.0001353294,0.0003706026,0.0001721335,0.00005937496,0.000003088995,0.00004711609,0.00007635898,0.00007833246],"category_scores_gemma":[0.0002335285,0.0001167023,0.0000704754,0.0001374778,0.0001161329,0.00009128954,0.00000870252,0.00009251695,0.000004859534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008118605,"about_ca_system_score_gemma":0.00009759492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001647319,"about_ca_topic_score_gemma":0.000006480651,"domain_scores_codex":[0.9985539,0.000225881,0.0003019775,0.0002392039,0.0005053363,0.0001736504],"domain_scores_gemma":[0.9990802,0.00009140356,0.0001541849,0.0003539776,0.0001969808,0.0001231886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001326287,0.0003652894,0.8477188,0.0003267548,0.0002895644,0.00004440169,0.006676791,0.0001035072,0.03977447,0.002153523,0.0001100005,0.1011106],"study_design_scores_gemma":[0.0005770122,0.0003608371,0.9577376,0.0002541976,0.0002168279,0.00001227366,0.0006524309,0.0006317804,0.03897553,0.0004431755,0.00003173718,0.0001066474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996649,0.000214637,0.00002090553,0.0001635086,0.00005558293,0.0003843757,0.000001727246,0.0000701652,0.002440072],"genre_scores_gemma":[0.9992667,0.00004928272,0.0002910084,0.0001412148,0.00009958239,0.0000214026,0.000009221942,0.00004472149,0.00007683421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100187,"threshold_uncertainty_score":0.4758984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06248182925418538,"score_gpt":0.3021955455622922,"score_spread":0.2397137163081068,"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."}}