{"id":"W4214568313","doi":"10.14740/gr1480","title":"Polygenic Infantile Juvenile Polyposis Syndrome Managed With Sirolimus and Endoscopic Polypectomy","year":2022,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sirolimus; Polypectomy; Enteropathy; Gastroenterology; Disease; Internal medicine; Juvenile; Surgery; Colonoscopy; Colorectal cancer; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007621197,0.0002264552,0.0004601933,0.000758845,0.000633102,0.00004083485,0.0002609139,0.00003133108,0.000768223],"category_scores_gemma":[0.00007547734,0.0001867215,0.00007906625,0.0005094247,0.0005409452,0.00006718608,0.0007192912,0.001283902,0.00005632305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002294496,"about_ca_system_score_gemma":0.0001863977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000455329,"about_ca_topic_score_gemma":0.0000908553,"domain_scores_codex":[0.9960595,0.0006258109,0.000257174,0.0006200845,0.001023574,0.001413875],"domain_scores_gemma":[0.9986162,0.0001550171,0.00005427593,0.000523557,0.0001171764,0.0005338389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003951304,0.0005887218,0.9838703,0.00008267874,0.0002155381,0.007823821,0.0001009195,0.000003528791,0.002358573,0.00006106198,0.0006443292,0.0002992712],"study_design_scores_gemma":[0.006368716,0.02157916,0.9428527,0.00004635652,0.00007337713,0.0275012,0.0005790186,0.00008855259,0.0002113829,0.00006012875,0.0005563205,0.00008303527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940631,0.0003390746,0.00001829986,0.003705948,0.00003566635,0.0009338225,0.00004301852,0.00007330663,0.0007877141],"genre_scores_gemma":[0.9966798,0.00002909693,0.0008264269,0.0002921778,0.00003466538,0.0005592868,0.0000499637,0.00004708963,0.001481482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0410175,"threshold_uncertainty_score":0.8411503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722066159385157,"score_gpt":0.3120838366670933,"score_spread":0.2848631750732418,"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."}}