{"id":"W4391873253","doi":"10.1093/jcag/gwad061.157","title":"A157 ASSOCIATION OF SUBMUCOSAL INVASION WITH THE PARIS CLASSIFICATION OF POLYPS IN THE LOWER GASTROINTESTINAL TRACT","year":2024,"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":"Queen's University","funders":"","keywords":"Gastrointestinal tract; Medicine; Association (psychology); Gastroenterology; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000702337,0.0003690121,0.0002016513,0.001314724,0.0004749756,0.0009772447,0.0006479378,0.0003714363,0.003101423],"category_scores_gemma":[0.003969333,0.0002621311,0.0006387883,0.001560517,0.0005329776,0.0003485345,0.0005664547,0.0005213611,0.000254258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027709,"about_ca_system_score_gemma":0.001800493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08324356,"about_ca_topic_score_gemma":0.08538266,"domain_scores_codex":[0.9991906,0.00009768749,0.00008144056,0.000178503,0.0002528823,0.0001988161],"domain_scores_gemma":[0.9951445,0.0006283208,0.002396039,0.0002496754,0.0008187614,0.0007624913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004673889,0.000002905796,0.9991534,0.000005415044,0.00002160932,0.00006303059,0.00001292393,0.00003104915,0.0001134708,0.00001069561,0.00004563811,0.0004930465],"study_design_scores_gemma":[0.000002395152,0.00002451357,0.9989999,0.000007565145,0.00002527573,0.0003811978,0.00007721483,0.0002662935,0.00005449544,0.00001636423,0.0001414807,0.000003371797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974722,0.0003603283,0.0002053407,0.00005604817,0.00001012854,0.00001419892,0.0005325094,0.00001151943,0.001337734],"genre_scores_gemma":[0.9994349,0.00005234204,0.0001241262,0.000007107592,0.000008244039,0.000003805461,0.0002415473,0.000002415945,0.0001255704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08324356,"threshold_uncertainty_score":0.165518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293528331814902,"score_gpt":0.2392061501230204,"score_spread":0.2262708668048714,"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."}}