{"id":"W2990667738","doi":"10.14740/gr1230","title":"Colorectal Serrated Polyp With Stromal Changes: An Interobserver Agreement Study","year":2019,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stromal cell; Internal medicine; Gastroenterology; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0414837,0.0004845381,0.000725863,0.003164763,0.0009238797,0.001537241,0.0009320391,0.0007497079,0.0008036179],"category_scores_gemma":[0.07034864,0.0005597125,0.0009210961,0.001482757,0.001309705,0.001353524,0.002725058,0.0006394321,0.0003496372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006854234,"about_ca_system_score_gemma":0.0005766222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103821,"about_ca_topic_score_gemma":0.001874752,"domain_scores_codex":[0.9693428,0.01529426,0.004641607,0.003740497,0.006293326,0.0006875556],"domain_scores_gemma":[0.8903614,0.06633027,0.0140631,0.009733066,0.0179981,0.00151397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003879256,0.00006601751,0.9879583,0.0000918545,0.0004375844,0.000227838,0.002988604,0.0002017296,0.001299798,0.00006166203,0.0001079801,0.006170623],"study_design_scores_gemma":[0.00005054241,0.0006470933,0.9843627,0.00007950034,0.0004434156,0.002644756,0.003110948,0.005383966,0.001819996,0.0002587027,0.001134453,0.00006393352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944119,0.0005701074,0.003548559,0.00003184812,0.00003786749,0.0001085351,0.00008343995,0.00002339934,0.001184379],"genre_scores_gemma":[0.9983393,0.00007419351,0.001351132,0.00001185813,0.00001909118,0.00004837727,0.00009359933,0.00001025632,0.00005226383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0414837,"threshold_uncertainty_score":0.2193894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06653177296624209,"score_gpt":0.368005565791212,"score_spread":0.3014737928249699,"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."}}