{"id":"W4282932474","doi":"10.4102/sajhivmed.v23i1.1368","title":"Cutaneous squamous cell carcinoma in vertically acquired HIV and epidermodysplasia verruciformis","year":2022,"lang":"en","type":"article","venue":"Southern African Journal of HIV Medicine","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health","funders":"","keywords":"Epidermodysplasia verruciformis; Medicine; Scalp; Dermatology; Rash; Malignant transformation; Actinic keratosis; Lesion; Pathology; Basal cell; Virus; Immunology","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":[0.0002064042,0.0005923762,0.0003572963,0.0006117687,0.0007115768,0.0005838617,0.000402345,0.001527707,0.003965968],"category_scores_gemma":[0.001106735,0.0002369665,0.0002647238,0.0004931326,0.0004510302,0.0005576828,0.0004487855,0.001007975,0.0006081918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004123313,"about_ca_system_score_gemma":0.0004005967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002174322,"about_ca_topic_score_gemma":0.002549049,"domain_scores_codex":[0.9998193,0.00002751766,0.00002132967,0.00002877176,0.00003503743,0.00006805507],"domain_scores_gemma":[0.9997171,0.00009188101,0.00007826659,0.00001805015,0.00003001863,0.00006461924],"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":[0.00008316207,0.00005811177,0.05246682,0.0001057317,0.00001379336,0.9399356,0.0001683415,0.00007721942,0.002430832,0.0002087294,0.000340825,0.004110827],"study_design_scores_gemma":[0.00001389286,0.00013912,0.05227614,0.0000692784,0.00002107837,0.9446526,0.0003428767,0.0002361999,0.0007169925,0.0001947993,0.001329205,0.000007757049],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746771,0.00717959,0.0005638698,0.000907596,0.000118982,0.00008432069,0.0001806273,0.00007452204,0.01621332],"genre_scores_gemma":[0.9973585,0.001000076,0.0002126852,0.000190719,0.0001019694,0.00000848467,0.00006052516,0.000003561171,0.001063352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003965968,"threshold_uncertainty_score":0.01326752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772482069956961,"score_gpt":0.2651562242384662,"score_spread":0.2474314035388966,"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."}}