{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001172205,0.0001367242,0.0003780764,0.00006528763,0.00004752401,0.000004412329,0.00002949836,0.0000929573,0.0001440947],"category_scores_gemma":[0.00001627423,0.0001043477,0.00002598648,0.0001448699,0.0001704616,0.00005469505,0.00003864156,0.0001193019,0.000008482561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003589766,"about_ca_system_score_gemma":0.0001086871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001851107,"about_ca_topic_score_gemma":0.003025084,"domain_scores_codex":[0.9990961,0.00004904145,0.0001933085,0.0003299844,0.00006342697,0.0002681627],"domain_scores_gemma":[0.9995387,0.0001219665,0.00004653061,0.0001710942,0.00005070036,0.0000710542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008964089,0.0009589309,0.9241894,0.0002052137,0.0002965402,0.04185238,0.0003775525,0.000113216,0.0006460189,0.008690813,0.0004071404,0.02136633],"study_design_scores_gemma":[0.02075179,0.002360452,0.3398147,0.0008473578,0.0004358377,0.1827549,0.001361544,0.0004601979,0.03404512,0.007319761,0.4089322,0.0009162175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565109,0.03414799,0.0001239441,0.006279612,0.0001564961,0.000179314,0.000002728336,0.00003200073,0.002566995],"genre_scores_gemma":[0.9732997,0.02284735,0.001573121,0.00199792,0.00001980291,0.00007292966,0.00003445398,0.00001084526,0.0001438688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5843748,"threshold_uncertainty_score":0.4255175,"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."}}