{"id":"W3135919426","doi":"10.25270/con.2021.01.00010","title":"An Atlas of Lumps and Bumps, Part 1","year":2021,"lang":"en","type":"article","venue":"Consultant","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary; Alberta Children's Hospital","funders":"","keywords":"Plantar warts; Medicine; Dermatology; Human papillomavirus; Genital warts; Barefoot; Foot (prosody); Human immunodeficiency virus (HIV); Virology; Internal medicine; Physical therapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009303711,0.00004567893,0.0001606882,0.00002077558,0.00002269084,0.000008416508,0.0000288853,0.00003562277,0.002856323],"category_scores_gemma":[0.0002529408,0.00003701576,0.0000203681,0.0001478566,0.0001015856,0.00002082267,0.00003114328,0.00009357958,0.00001386305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001275241,"about_ca_system_score_gemma":0.000215178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000335989,"about_ca_topic_score_gemma":0.0000438975,"domain_scores_codex":[0.9994379,0.00002273476,0.0001178629,0.0001427073,0.000157814,0.0001209762],"domain_scores_gemma":[0.9992515,0.00006313813,0.00001438656,0.0001968304,0.0003140381,0.0001601178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001231916,0.000922389,0.110308,0.001208669,0.0002150006,0.0009481194,0.001222187,0.000001055548,0.3124286,0.007944318,0.0114197,0.55215],"study_design_scores_gemma":[0.005216878,0.0007588767,0.5013409,0.000102561,0.0001284791,0.0002309098,0.00090054,0.0006091174,0.2293476,0.0004800886,0.2606776,0.0002064483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627498,0.004486403,0.00002407006,0.001593409,0.0000721528,0.000127099,0.00003374352,0.00002069602,0.03089257],"genre_scores_gemma":[0.9979985,0.0006550343,0.0001441322,0.0002238619,0.00008340682,0.00000422515,0.00002160957,0.000006168407,0.0008630002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5519436,"threshold_uncertainty_score":0.9980552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03133386750482275,"score_gpt":0.346058670117849,"score_spread":0.3147248026130262,"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."}}