{"id":"W3209317764","doi":"10.14309/01.ajg.0000773580.80046.fc","title":"S277 Cutaneous Metastasis From Colon Cancer","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Water Network","funders":"","keywords":"Medicine; Metastasis; Nodule (geology); Colorectal cancer; Cancer; Biopsy; Adenocarcinoma; Erythema; Dermatology; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008810278,0.0001128824,0.0006594299,0.0000484674,0.00003880292,0.00001041542,0.000107047,0.00001309609,0.0005150377],"category_scores_gemma":[0.00002912632,0.00006917112,0.0002208668,0.0001108722,0.0002386534,0.00002150974,0.00004082041,0.0002102607,0.000008162805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369743,"about_ca_system_score_gemma":0.0001418973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000466237,"about_ca_topic_score_gemma":0.0004269424,"domain_scores_codex":[0.99897,0.0001798418,0.0003100256,0.0001272552,0.0001874797,0.0002253406],"domain_scores_gemma":[0.9988819,0.00012777,0.0004590607,0.0002192734,0.0001837857,0.0001282482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03189803,0.00129154,0.830974,0.00001388979,0.006659739,0.008817219,0.0008759092,0.0002640131,0.01026414,0.00002246844,0.01412012,0.09479895],"study_design_scores_gemma":[0.0151206,0.08132906,0.7434919,0.000567064,0.01012433,0.06588377,0.004322014,0.00009385769,0.02338799,0.0005715932,0.0547708,0.0003369724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969644,0.001561245,0.0001160078,0.0282563,0.0002777292,0.00005461278,0.00003952042,0.000005013323,0.00004554176],"genre_scores_gemma":[0.9889482,0.0024696,0.001010829,0.00716191,0.0003331867,0.000008301718,0.00000415712,0.00001390166,0.00004992278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09446198,"threshold_uncertainty_score":0.5639301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396689560880267,"score_gpt":0.2936627474537918,"score_spread":0.2796958518449892,"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."}}