{"id":"W4300699393","doi":"10.17615/f04p-yj17","title":"High Accuracy of Common HIV-Related Oral Disease Diagnoses by Non-Oral Health Specialists in the AIDS Clinical Trial Group","year":2020,"lang":"en","type":"article","venue":"UNC Libraries","topic":"HIV/AIDS oral health manifestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; National Institute of Allergy and Infectious Diseases; University of California, San Francisco; Center for AIDS Research, University of Washington; National Institutes of Health; York University; ACT Government; Georgia Clinical and Translational Science Alliance; Emory University","keywords":"Medicine; Medical diagnosis; Human immunodeficiency virus (HIV); Family medicine; Oral health; Clinical trial; Disease; Pediatrics; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.02197747,0.0002948812,0.0008212133,0.001951501,0.0005484588,0.001682798,0.0006939787,0.0008474111,0.001639105],"category_scores_gemma":[0.07090656,0.0002609509,0.0007765664,0.001344096,0.000566314,0.001173803,0.001097054,0.0005417309,0.0004106898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000486573,"about_ca_system_score_gemma":0.0004638209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002711638,"about_ca_topic_score_gemma":0.004995312,"domain_scores_codex":[0.9697385,0.02072689,0.003455055,0.002551342,0.00268719,0.0008409904],"domain_scores_gemma":[0.9220656,0.04926575,0.01668538,0.005654887,0.005162177,0.001166137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002825993,0.00005145904,0.9836959,0.0002223409,0.0003135174,0.0000687417,0.0002256991,0.000221848,0.0001661284,0.00007931839,0.0005477759,0.01158134],"study_design_scores_gemma":[0.0002777333,0.001437732,0.9893777,0.0003348697,0.0006936028,0.0007993078,0.0005519601,0.003013948,0.0007823542,0.000399459,0.002300622,0.00003071515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814062,0.0089228,0.001053109,0.0005206848,0.0002334716,0.0001566767,0.001793805,0.00003237037,0.005880905],"genre_scores_gemma":[0.9982692,0.0003926463,0.0004088143,0.0001394647,0.0000949513,0.00002291672,0.0004491116,0.000005335118,0.0002175883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02197747,"threshold_uncertainty_score":0.1162294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09547751895422271,"score_gpt":0.3991839928978106,"score_spread":0.303706473943588,"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."}}