{"id":"W4230728521","doi":"10.1136/gutjnl-2018-316660","title":"Wide-field endoscopic mucosal resection versus endoscopic submucosal dissection for laterally spreading colorectal lesions: a cost-effectiveness analysis","year":2018,"lang":"en","type":"letter","venue":"Gut","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Endoscopic submucosal dissection; Endoscopic mucosal resection; Medicine; Resection; Surgery; Dissection (medical); Endoscopy","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"],"consensus_categories":[],"category_scores_codex":[0.0003959946,0.0005234367,0.001064381,0.001169062,0.00027675,0.0001332874,0.0002247118,0.0007202624,0.0003157439],"category_scores_gemma":[0.0006409803,0.0004895276,0.0006982322,0.0009850099,0.00007725908,0.0001802658,0.0001089194,0.0009352608,0.00005472306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007475638,"about_ca_system_score_gemma":0.0001653616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006774157,"about_ca_topic_score_gemma":0.001020692,"domain_scores_codex":[0.997117,0.0001854814,0.0005122634,0.0009045622,0.0005519522,0.000728763],"domain_scores_gemma":[0.9972268,0.001585755,0.000299349,0.0005275484,0.0002444217,0.0001160803],"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":[0.009297903,0.0001543154,0.2087268,0.002621976,0.008253819,0.000457512,0.000214106,0.00002473261,0.001026377,0.00005347964,0.7633694,0.005799528],"study_design_scores_gemma":[0.02371285,0.01061109,0.3883032,0.001433507,0.02341881,0.00003722583,0.0001316111,0.0008803501,0.006942061,0.0002425717,0.5429365,0.001350256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8410454,0.000412713,0.02029361,0.1057127,0.01669991,0.01098519,0.0001907322,0.0007439422,0.003915739],"genre_scores_gemma":[0.9295152,0.0001784253,0.0009287975,0.04193466,0.01231368,0.002890656,0.00389057,0.0002113246,0.008136726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2204329,"threshold_uncertainty_score":0.9997556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04340563907202684,"score_gpt":0.3387586146769616,"score_spread":0.2953529756049347,"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."}}