{"id":"W2025857394","doi":"10.1177/1203475415582319","title":"Malignant Down","year":2015,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Medicine; Malignancy; Adenocarcinoma; Biopsy; Endometrial cancer; Pathology; Dermatology; Radiology; Internal medicine; Cancer","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":[0.0006909819,0.0001011318,0.0006074223,0.000261081,0.00002997879,0.000006383909,0.00003560225,0.0000556917,0.0001636181],"category_scores_gemma":[0.000815672,0.00006001938,0.0001141996,0.0001415426,0.0001161304,0.00004956771,0.00001166876,0.0002049036,0.000005390813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004411234,"about_ca_system_score_gemma":0.0003918489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000029903,"about_ca_topic_score_gemma":0.000002950679,"domain_scores_codex":[0.9987376,0.00003425794,0.0005217606,0.00008336864,0.0004614465,0.0001616088],"domain_scores_gemma":[0.9984376,0.0003989,0.0001970446,0.0001178786,0.000318133,0.0005304365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001431638,0.0001420644,0.04487283,0.0001183258,0.0001788497,0.03073342,0.00190285,0.000005123658,0.002671044,0.0001215545,0.8843456,0.0334767],"study_design_scores_gemma":[0.002539576,0.002059068,0.00410869,0.001853952,0.000559742,0.4067888,0.002714322,0.00005517553,0.0004125853,0.001282486,0.5774081,0.000217412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567238,0.01075043,0.0001545985,0.02199822,0.001260875,0.00007919752,0.000001307321,0.00001524008,0.009016337],"genre_scores_gemma":[0.9922062,0.002349999,0.0001521096,0.002713229,0.00154485,5.048707e-7,0.000001724448,0.00001227111,0.001019071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3760554,"threshold_uncertainty_score":0.2447519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06226758119734231,"score_gpt":0.3083921040518681,"score_spread":0.2461245228545258,"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."}}