{"id":"W3195056429","doi":"10.5114/ada.2021.108457","title":"Neglected malignant neoplasms with cutaneousinvolvement","year":2021,"lang":"en","type":"article","venue":"Advances in Dermatology and Allergology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006975683,0.000547875,0.0004395904,0.0021666,0.000792085,0.002092141,0.0005257126,0.0008725289,0.04546826],"category_scores_gemma":[0.00414722,0.0003240785,0.0004786133,0.001520236,0.0004575567,0.001508844,0.001167251,0.001163886,0.02368206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006387706,"about_ca_system_score_gemma":0.001283021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001829759,"about_ca_topic_score_gemma":0.003572547,"domain_scores_codex":[0.9992914,0.0001088648,0.00006978952,0.00006965687,0.0003585278,0.000101671],"domain_scores_gemma":[0.9974959,0.0004249669,0.0005360713,0.0002132479,0.0008225943,0.0005071521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001035161,0.00006999524,0.00830615,0.001292387,0.00001987441,0.01117114,0.0002536476,0.0001092654,0.00163184,0.003605276,0.6004555,0.3729814],"study_design_scores_gemma":[0.00001242327,0.00004855206,0.007029774,0.001403928,0.00002528576,0.04866331,0.0003137355,0.00008586724,0.0007477459,0.001279668,0.9403731,0.00001665379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0245019,0.3602121,0.006130049,0.05214523,0.02985492,0.0006583268,0.003495882,0.002077656,0.5209238],"genre_scores_gemma":[0.1329205,0.4005194,0.008761344,0.01929156,0.02012544,0.0002596528,0.005534362,0.0004865148,0.4121013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04546826,"threshold_uncertainty_score":0.1521065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005846610315974468,"score_gpt":0.2523223999841309,"score_spread":0.2464757896681564,"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."}}