{"id":"W2235019139","doi":"10.1155/2007/109878","title":"Natural Orifice Translumenal Endoscopic Surgery (NOTES): What are We Getting Into?","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Endoscopic surgery; Medicine; Surgery; General surgery; Endoscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001218514,0.0002166632,0.000725584,0.000825052,0.00009376567,0.00004711615,0.0002024343,0.0001594534,0.0002776608],"category_scores_gemma":[0.0004556532,0.0001923279,0.0003287031,0.0001643067,0.0002646021,0.0002899412,0.00001067541,0.0008838514,0.000007146722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003248504,"about_ca_system_score_gemma":0.0006131161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004212541,"about_ca_topic_score_gemma":0.01842629,"domain_scores_codex":[0.9977309,0.0001369549,0.0008461333,0.0002084078,0.0002372262,0.0008403986],"domain_scores_gemma":[0.9974838,0.0003951703,0.0004486525,0.0001917659,0.0003646999,0.001115916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001862232,0.00007087669,0.9372224,0.000180824,0.0003252627,0.01888233,0.0007607474,0.000002787377,0.008363557,0.00006419419,0.004231425,0.02803338],"study_design_scores_gemma":[0.006898764,0.00654401,0.8263027,0.005927389,0.0006057275,0.03989696,0.003838737,0.00003077267,0.02502542,0.0007721415,0.08350819,0.0006491906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803807,0.002570293,0.002011498,0.01352144,0.00124732,0.0001375328,0.000003534352,0.00002017859,0.0001075574],"genre_scores_gemma":[0.9919397,0.0003191116,0.003453321,0.003611485,0.0006025333,0.000001724996,0.000005588297,0.00002977644,0.00003672654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1109197,"threshold_uncertainty_score":0.9994849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265130450905282,"score_gpt":0.2735793467747937,"score_spread":0.2470663016842655,"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."}}