{"id":"W2807426524","doi":"","title":"HPV genotype distribution on oncogene expression in HIV-positive adults and the underlying risk factors for anal, oral, and genital malignancy","year":2017,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Malignancy; Genital warts; Population; Anal cancer; Cervical cancer; Sex organ; Genotyping; Prospective cohort study; HPV infection; Gynecology; Cancer; Cohort; Risk factor; Internal medicine; Oncology; Genotype; Biology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001495337,0.000119224,0.000153541,0.0005459114,0.0007930925,0.0004328778,0.0002735054,0.0002041623,0.002222121],"category_scores_gemma":[0.0005778593,0.0001417977,0.0001367513,0.001137684,0.0002404546,0.0001638541,0.0002290845,0.0002683196,0.0002100076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138042,"about_ca_system_score_gemma":0.001483289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5681069,"about_ca_topic_score_gemma":0.6186136,"domain_scores_codex":[0.9998463,0.00000961665,0.000008817357,0.00002509726,0.00004913477,0.00006099575],"domain_scores_gemma":[0.9997342,0.00001960615,0.00007461722,0.000009716307,0.0000682376,0.00009356873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002996222,0.00000720609,0.9991305,0.000003745087,0.000004076993,0.00003091135,0.00007545126,0.000007311519,0.00008037675,0.000006897616,0.00008322245,0.0005403174],"study_design_scores_gemma":[0.000001097361,0.00001666443,0.9995522,0.000004994986,0.000003558074,0.00007271882,0.000204775,0.00002766037,0.00001705456,0.000004108783,0.00009426053,9.257851e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998434,0.0001761599,0.0000125253,0.00002036091,0.00000157107,0.000009915651,0.0007329509,0.000001393593,0.0006111647],"genre_scores_gemma":[0.9992648,0.000117263,0.00002922212,0.00001461563,0.000001541494,0.000004894935,0.0003540677,5.72239e-7,0.0002130478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5681069,"threshold_uncertainty_score":0.8688732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04724365017244048,"score_gpt":0.3256253204171591,"score_spread":0.2783816702447186,"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."}}