{"id":"W7153786717","doi":"10.2196/80589","title":"VERRUCOUS SQUAMOUS CELL CARCINOMA ON THE LEG (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Ear and Head Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Basal cell; Epidermoid carcinoma; Carcinoma; Radiation therapy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005757375,0.0001139361,0.0002394857,0.00009908945,0.00009569417,0.000008037719,0.0001317963,0.0001128684,0.0003242711],"category_scores_gemma":[0.00005033391,0.0000769781,0.00008534719,0.0001331165,0.00009331892,0.0000133524,0.00005979468,0.0003314031,0.000798772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003682574,"about_ca_system_score_gemma":0.0001171198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003355731,"about_ca_topic_score_gemma":0.00001525976,"domain_scores_codex":[0.9991921,0.00006761565,0.0001837559,0.0002136292,0.00009695349,0.0002459664],"domain_scores_gemma":[0.9991702,0.0002169646,0.00003506994,0.0004834567,0.0000387929,0.00005551841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004904107,0.0006810875,0.6241566,0.0006157527,0.00003691659,0.002159097,0.001449161,0.000007298707,0.003416219,0.0617775,0.3040027,0.001207245],"study_design_scores_gemma":[0.003772818,0.0003472115,0.7811173,0.00007991119,0.000103583,0.002200468,0.0008868981,0.0006058333,0.06594012,0.002376088,0.1422965,0.0002733247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.798865,0.0001681983,0.00001990235,0.01424263,0.0001878746,0.0004089161,0.000001137337,0.00006141792,0.1860449],"genre_scores_gemma":[0.9877698,0.000003850557,0.00002297593,0.007174752,0.00004015719,0.00007821649,0.000003947918,0.00001119712,0.004895105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889048,"threshold_uncertainty_score":0.9999792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351967591395032,"score_gpt":0.2833681614868676,"score_spread":0.2698484855729173,"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."}}