{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01472865,0.001604364,0.002380375,0.003024339,0.00184125,0.00871861,0.00185065,0.008470809,0.02168781],"category_scores_gemma":[0.04202062,0.0008099137,0.001424057,0.002580499,0.006725391,0.02715509,0.00281818,0.01357463,0.009426066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002969681,"about_ca_system_score_gemma":0.007962255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004870816,"about_ca_topic_score_gemma":0.007841163,"domain_scores_codex":[0.9947537,0.001291548,0.0008296538,0.0005621469,0.002060677,0.0005023514],"domain_scores_gemma":[0.9660312,0.01325123,0.002392146,0.0007923848,0.01189147,0.005641627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003488403,0.0001668453,0.004264371,0.006638105,0.00006819086,0.000419406,0.0006049309,0.0001793892,0.0002733296,0.00543118,0.2118672,0.7697383],"study_design_scores_gemma":[0.0001996492,0.0008151333,0.0118072,0.04327836,0.0001792303,0.004483518,0.00769225,0.0006087009,0.000339149,0.0288018,0.9014598,0.000335186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001027568,0.6637346,0.001710187,0.3038847,0.02380344,0.00006128789,0.0001149778,0.000239759,0.005423532],"genre_scores_gemma":[0.009611276,0.8866902,0.00540408,0.06527209,0.0290605,0.0001437499,0.0002194985,0.0001273658,0.003471283],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02168781,"threshold_uncertainty_score":0.0778935,"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."}}