{"id":"W3134855909","doi":"10.1093/jcag/gwab002.119","title":"A121 UNDERWATER EMR FOR NON-LIFTING SESSILE COLORECTAL LESIONS","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Malignancy; Colorectal cancer; Lesion; Dysplasia; Cancer; Adenoma; Surgery; Radiology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000427147,0.0001890688,0.0003089793,0.0009063209,0.0002186749,0.0003107927,0.0002626499,0.0002432648,0.003152846],"category_scores_gemma":[0.00175193,0.00009750114,0.0004911806,0.0005647603,0.0002538965,0.0004631611,0.000340038,0.0003378258,0.0008037492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002038553,"about_ca_system_score_gemma":0.0003184923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004863513,"about_ca_topic_score_gemma":0.00103495,"domain_scores_codex":[0.9997388,0.00005748587,0.00005685809,0.00005184419,0.00004928426,0.00004571744],"domain_scores_gemma":[0.9988602,0.000335098,0.000439113,0.0001053406,0.00006442584,0.0001957539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008413904,0.000222087,0.8258018,0.0007562276,0.0001034737,0.02780149,0.0002140214,0.0002774931,0.01186765,0.0001156845,0.00180823,0.1301905],"study_design_scores_gemma":[0.00007203197,0.002050665,0.7970036,0.0003597617,0.0001944965,0.1815388,0.0005763847,0.00107419,0.006192064,0.0001527047,0.01075467,0.00003057951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874575,0.007211644,0.001469987,0.0001830982,0.00005864031,0.00008357422,0.0003303036,0.00007630981,0.003128918],"genre_scores_gemma":[0.99459,0.002624549,0.001311563,0.0001788966,0.00009879403,0.00002356213,0.0004471461,0.00002060587,0.0007050341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003152846,"threshold_uncertainty_score":0.01054734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445418216277094,"score_gpt":0.2584720134422559,"score_spread":0.244017831279485,"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."}}