{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000159339,0.00066215,0.0004787506,0.001537261,0.001253117,0.001399998,0.0003173018,0.0008570497,0.009756229],"category_scores_gemma":[0.0008930091,0.0002661425,0.0005167385,0.0009608893,0.0008264084,0.00110607,0.0009266011,0.0008486887,0.00318297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008808299,"about_ca_system_score_gemma":0.001092138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003624202,"about_ca_topic_score_gemma":0.004183734,"domain_scores_codex":[0.9996092,0.00001698106,0.00003514524,0.00008189011,0.0001290548,0.0001277884],"domain_scores_gemma":[0.9996954,0.00004398938,0.00007250458,0.00005941758,0.00005905265,0.0000695961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0007173725,0.0002051016,0.1014496,0.00150948,0.0001758895,0.4226458,0.001044539,0.0005188782,0.08726796,0.008335557,0.01303508,0.3630947],"study_design_scores_gemma":[0.00005487678,0.0001671434,0.04432824,0.0003911748,0.0001208465,0.8404276,0.0006298663,0.0008629005,0.0231948,0.001896547,0.08787833,0.00004775654],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7192266,0.03008254,0.01639486,0.00165323,0.0008703077,0.0007612678,0.002817899,0.002583368,0.2256099],"genre_scores_gemma":[0.9722146,0.005107293,0.00300953,0.0006885494,0.0001534713,0.00009718742,0.000868033,0.0001069972,0.01775433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009756229,"threshold_uncertainty_score":0.03263789,"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."}}