{"id":"W1965224872","doi":"10.1016/s1074-3804(05)60585-3","title":"Effect of Heating and Humidifying Gas on Patients Undergoing Awake Laparoscopy","year":2001,"lang":"en","type":"article","venue":"The Journal of the American Association of Gynecologic Laparoscopists","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Laparoscopy; Anesthesia; Sedation; Pain tolerance; Surgery; Threshold of pain","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":[0.002848129,0.0001564363,0.000746294,0.0001041661,0.0001158491,0.000006908374,0.0002187237,0.0000574085,0.00002184409],"category_scores_gemma":[0.007621423,0.00007972174,0.0001402133,0.0003871236,0.0002781418,0.00005973933,0.00006297371,0.0003320173,0.000001299524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000424873,"about_ca_system_score_gemma":0.00009909369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003039632,"about_ca_topic_score_gemma":0.00000894372,"domain_scores_codex":[0.9972453,0.0009564705,0.000723825,0.00009786084,0.0007591726,0.0002174196],"domain_scores_gemma":[0.9908307,0.004862083,0.003686363,0.0002379034,0.0003092648,0.00007375557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000771701,0.0001463647,0.9830465,0.000123088,0.0001620133,0.000001519992,0.0003802195,0.0003580913,0.01117697,0.00001692676,0.0003612282,0.0034554],"study_design_scores_gemma":[0.003121541,0.007608617,0.9529009,0.0007132227,0.000432678,0.00002519355,0.0002538924,0.0001115444,0.03446085,0.000142178,0.0001416455,0.0000876761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965207,0.0000991627,0.00001291045,0.002290476,0.0003249538,0.0003334447,0.000002215175,0.00001344093,0.0004026928],"genre_scores_gemma":[0.998651,0.000342061,0.0001477973,0.0005480401,0.00009788857,0.000002203836,9.105904e-7,0.0000197717,0.0001903663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03014553,"threshold_uncertainty_score":0.9124106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006237177703560164,"score_gpt":0.2812198333489746,"score_spread":0.2749826556454145,"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."}}