{"id":"W1542071161","doi":"10.1111/tmi.12004","title":"Human papillomavirus distribution in invasive cervical carcinoma in sub‐Saharan Africa: could HIV explain the differences?","year":2012,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research; GAVI Alliance","keywords":"Medicine; Cervical cancer; Gynecology; Genotyping; Human papillomavirus; Cervical screening; Oncology; Internal medicine; Virology; Cancer; Genotype; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005506628,0.0002120058,0.0002118506,0.001023706,0.0001894376,0.0003783714,0.0001989561,0.0002802719,0.001559533],"category_scores_gemma":[0.002413296,0.0001501597,0.0002237444,0.001412082,0.0005019761,0.0006015784,0.000250487,0.0001657654,0.0001717524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956506,"about_ca_system_score_gemma":0.0001686084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599135,"about_ca_topic_score_gemma":0.00299909,"domain_scores_codex":[0.9997569,0.00008069235,0.00002847025,0.00004512836,0.00002999856,0.00005878197],"domain_scores_gemma":[0.9992835,0.0001997306,0.0003455623,0.00004293059,0.00007394199,0.00005433993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008078815,0.000008165028,0.9926686,0.00007067971,0.00004572133,0.0001529214,0.0002970031,0.00004195485,0.000700298,0.00004502189,0.00004005479,0.005848729],"study_design_scores_gemma":[0.000003184003,0.00005635353,0.9978513,0.00004718858,0.00002294578,0.0008870819,0.0006538827,0.00006958222,0.0001147342,0.00004013675,0.000251197,0.00000244946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960139,0.003437483,0.0000933644,0.00007861838,0.000006027797,0.000005488837,0.0001144859,0.000001740347,0.0002488858],"genre_scores_gemma":[0.9989738,0.0008564536,0.00006685406,0.00001349662,0.00000832603,0.000003258463,0.00003582373,7.153388e-7,0.00004120413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003599135,"threshold_uncertainty_score":0.007156372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09285863797266153,"score_gpt":0.3861954235158307,"score_spread":0.2933367855431692,"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."}}