{"id":"W4248875109","doi":"10.25270/con.2021.01.00011","title":"An Atlas of Lumps and Bumps, Part 2","year":2021,"lang":"en","type":"article","venue":"Consultant","topic":"Genital Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Genital warts; Sex organ; Glans; Penis; Human papilloma virus; Dermatology; Glans penis; Medicine; Transmission (telecommunications); Condyloma Acuminatum; Gynecology; Virology; Biology; Syphilis; Human papillomavirus; Anatomy; Cervical cancer; Internal medicine; Cancer; Human immunodeficiency virus (HIV)","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":[0.00004824477,0.00004800188,0.0001296883,0.00001651479,0.00002360942,0.000003853267,0.00001592491,0.00003046592,0.0001652226],"category_scores_gemma":[0.0002516944,0.00004089001,0.00001727905,0.00009123223,0.00005392745,0.00002054654,0.00001180237,0.00004453694,0.00001915463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006392213,"about_ca_system_score_gemma":0.0003273746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001726085,"about_ca_topic_score_gemma":0.00001046639,"domain_scores_codex":[0.9995297,0.00001788,0.000134077,0.0001208058,0.00008230621,0.0001152824],"domain_scores_gemma":[0.9992613,0.00003319827,0.00002375173,0.0001743158,0.0001608265,0.0003466617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002865657,0.003177815,0.5667832,0.005442227,0.0001134043,0.003831251,0.002327679,0.000002403558,0.2612341,0.008237951,0.02471448,0.1212699],"study_design_scores_gemma":[0.01151661,0.001476781,0.7133667,0.0003340317,0.0004926022,0.0007680269,0.00276935,0.0008468589,0.1144068,0.0009703535,0.1526027,0.0004492079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920062,0.004175154,0.00000437593,0.0005761407,0.00007100243,0.00008996394,0.00003843691,0.00001550089,0.003023208],"genre_scores_gemma":[0.9984483,0.00007838104,0.0002303307,0.0005686908,0.00004934874,0.000003414181,0.00003849139,0.000004948943,0.0005781361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1468273,"threshold_uncertainty_score":0.1809072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739815885840919,"score_gpt":0.3047079251979121,"score_spread":0.2873097663395029,"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."}}