{"id":"W4241657542","doi":"10.1053/ge.2003.v57.031081","title":"Letter","year":2003,"lang":"en","type":"letter","venue":"Gastrointestinal Endoscopy","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Insufflation; Randomized controlled trial; Intensive care medicine; Spirometry; Colonoscopy; General surgery; Surgery; Internal medicine; Asthma","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001375197,0.0005182106,0.0006844025,0.0001866689,0.00007111515,0.00003360078,0.0001868962,0.0002528451,0.001938677],"category_scores_gemma":[0.0002812015,0.0004421315,0.0003080369,0.0001453623,0.000177343,0.00005250019,0.00003186413,0.002206811,0.001892594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216168,"about_ca_system_score_gemma":0.0001878843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002099389,"about_ca_topic_score_gemma":3.810171e-7,"domain_scores_codex":[0.9975803,0.0001632768,0.0003796156,0.0005919241,0.0005559199,0.0007289676],"domain_scores_gemma":[0.9987603,0.0001865333,0.0001883402,0.0005723913,0.0001400351,0.0001523551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009110347,0.00003981174,0.005315621,0.0001630669,0.00003694568,0.01289009,0.000009815945,1.646883e-7,0.00156321,0.000007796187,0.9798106,0.00007177141],"study_design_scores_gemma":[0.0008588358,0.0006167378,0.0008190294,0.0005816547,0.0001879389,0.03954216,0.00000676803,0.000005251573,0.000181291,0.00004493789,0.9568861,0.0002693452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007401821,0.00008168622,0.005176952,0.9620939,0.0002808257,0.0005816317,0.00002048642,0.0001773221,0.03084695],"genre_scores_gemma":[0.00004896687,0.000004837076,0.05827032,0.9041114,0.003581664,0.00003653239,0.0004372586,0.0001168646,0.0333921],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05798251,"threshold_uncertainty_score":0.9998031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753545926546557,"score_gpt":0.2714422855015389,"score_spread":0.2439068262360733,"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."}}