{"id":"W4389623070","doi":"10.1097/pas.0000000000002169","title":"Keratocystoma","year":2023,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Pathology; Biology; 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":[0.0005466067,0.00006633279,0.0003867194,0.0001243729,0.00005613788,0.000004588029,0.0001163239,0.00002026397,0.0001848228],"category_scores_gemma":[0.00005966522,0.00003522957,0.0001782814,0.0005501162,0.0004657326,0.00001862062,0.00003591581,0.0003025445,0.0001185391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000231425,"about_ca_system_score_gemma":0.00008323829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004579544,"about_ca_topic_score_gemma":4.950082e-7,"domain_scores_codex":[0.9991384,0.0001462649,0.0002685656,0.00007269282,0.0001864391,0.0001876357],"domain_scores_gemma":[0.9991223,0.0003059664,0.00019433,0.0001651664,0.00009084148,0.0001214221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01155561,0.0005615299,0.05329052,0.00004262574,0.0005315693,0.2255523,0.003702603,0.000256466,0.02352149,0.00448839,0.0991856,0.5773113],"study_design_scores_gemma":[0.004545126,0.006594453,0.4052063,0.0001071892,0.0002750366,0.2588672,0.00207269,0.0001265661,0.0004037415,0.002437403,0.3191252,0.0002390689],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816049,0.0001601192,0.0000449612,0.0155741,0.0001930228,0.00004508545,0.00000205227,0.00002329481,0.002352521],"genre_scores_gemma":[0.9975278,0.0005598464,0.0001109917,0.0008732849,0.0004335145,0.000001871522,8.633458e-7,0.000009958644,0.0004818796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5770723,"threshold_uncertainty_score":0.202368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117577087089888,"score_gpt":0.3242159891550359,"score_spread":0.303040218284137,"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."}}