{"id":"W2096655028","doi":"10.1097/aln.0b013e3181b786d4","title":"A Population-based Analysis of Outpatient Colonoscopy in Adults Assisted by an Anesthesiologist","year":2009,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Colonoscopy; Population; General surgery; Emergency medicine; Internal medicine; Colorectal cancer; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002622551,0.0002186654,0.0009748681,0.0005692538,0.0000427894,0.000004157616,0.0001574915,0.0002892317,0.0001282376],"category_scores_gemma":[0.0001402624,0.0001804358,0.0001788431,0.0009362758,0.0001085117,0.0000606308,0.000005484275,0.0001513345,0.00001028384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007873888,"about_ca_system_score_gemma":0.0000766496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009327372,"about_ca_topic_score_gemma":0.0001528153,"domain_scores_codex":[0.9980986,0.0003614829,0.0005946695,0.0004510623,0.0001807244,0.0003134197],"domain_scores_gemma":[0.9988588,0.000191185,0.0002626484,0.0004449166,0.0001069132,0.0001355138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002319538,0.001261127,0.9922039,0.00001762545,0.00007348086,0.0001370052,0.0002491261,0.0002295432,0.0008806294,0.00008146726,0.00008688114,0.002459695],"study_design_scores_gemma":[0.001273567,0.006990669,0.9875073,0.000046798,0.0003220599,0.00001439014,0.00009885396,0.002819568,0.0004927973,0.00004570168,0.0002248864,0.0001634087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998978,0.0001234751,0.00003364294,0.000351648,0.00001210197,0.0003791029,0.000007333601,0.00004387704,0.00007078409],"genre_scores_gemma":[0.9950173,0.00001412196,0.0006620908,0.002974929,0.00001217083,0.00002115866,0.001248358,0.00001225768,0.00003764755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005729542,"threshold_uncertainty_score":0.7357957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969069990791631,"score_gpt":0.3032915636948052,"score_spread":0.2836008637868889,"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."}}