{"id":"W6920869250","doi":"10.6084/m9.figshare.22649300","title":"Additional file 1 of Challenges with the use of Xpert HPV as a screening tool for oral HPV among people living with HIV (PLHIV): experiences from Pune, India","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"HIV/AIDS oral health manifestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Human immunodeficiency virus (HIV); MEDLINE; Human papillomavirus; Data collection; Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001425705,0.0003398912,0.0005803425,0.001497766,0.001042943,0.001002615,0.001438454,0.0006966604,0.8240545],"category_scores_gemma":[0.02712559,0.0002559003,0.0004019348,0.003759698,0.0002048826,0.00163243,0.000951648,0.000671457,0.06688166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102492,"about_ca_system_score_gemma":0.002696879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03152419,"about_ca_topic_score_gemma":0.04606266,"domain_scores_codex":[0.9993443,0.0002260097,0.0001253893,0.00007279326,0.000132518,0.00009892776],"domain_scores_gemma":[0.97484,0.02029667,0.001158605,0.0006269997,0.002511701,0.0005660155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001506116,0.000130887,0.004462455,0.003014767,0.00001339919,0.0001801659,0.0008690233,0.0001330847,0.00003016769,0.0005798491,0.9708466,0.01958888],"study_design_scores_gemma":[0.001744159,0.0005428381,0.170257,0.01350778,0.0001649423,0.001950445,0.02357223,0.001078047,0.0004158613,0.007735266,0.7788011,0.0002302123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001851617,0.00009004359,0.0002007437,0.0009228024,0.00006434641,0.0002785809,0.9908341,0.0001182747,0.005639426],"genre_scores_gemma":[0.09358691,0.0014999,0.008470535,0.004181997,0.0003117571,0.008902105,0.8239881,0.0004962833,0.05856235],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8240545,"threshold_uncertainty_score":0.2509649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0986367973178759,"score_gpt":0.3042388709966694,"score_spread":0.2056020736787935,"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."}}