{"id":"W2055287048","doi":"10.1186/1471-2458-11-s6-s13","title":"Heterogeneity of the HIV epidemic in the general population of Karnataka state, south India","year":2011,"lang":"en","type":"article","venue":"BMC Public Health","topic":"HIV/AIDS oral health manifestations","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec; University of Manitoba","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Biostatistics; Public health; Epidemiology; Population; Environmental health; Human immunodeficiency virus (HIV); Virology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.002975002,0.0001162623,0.0003504536,0.0002112434,0.00009315277,0.000004577745,0.0002731668,0.00006955425,0.00002272248],"category_scores_gemma":[0.0006217241,0.00007018543,0.000086402,0.0006828845,0.00008957261,0.0001233825,0.00004823153,0.0002889569,0.000003855235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001766969,"about_ca_system_score_gemma":0.001262762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007626299,"about_ca_topic_score_gemma":0.003414685,"domain_scores_codex":[0.9970906,0.0009511886,0.0009467175,0.0001983581,0.0003884004,0.0004246971],"domain_scores_gemma":[0.9983425,0.0001483286,0.0005826037,0.0006276108,0.0001135717,0.0001854598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002542421,0.0001632419,0.9873478,0.0003428957,0.000006374025,7.60409e-7,0.007959237,0.0000071594,0.000008287942,0.002168152,0.0006507651,0.001319839],"study_design_scores_gemma":[0.0005823121,0.0001560692,0.9975663,0.00005713178,0.00000674717,0.00001387837,0.0005600923,0.0003422742,0.00002035783,0.0002970486,0.0003477634,0.00004998465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945272,0.00009844366,0.0003943254,0.003171101,0.00009685455,0.001002321,0.000130594,0.0000195182,0.0005595994],"genre_scores_gemma":[0.9951761,0.00002260866,0.002805329,0.001671967,0.00005027991,0.00003148226,0.0001121226,0.00001322198,0.0001168765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01021848,"threshold_uncertainty_score":0.998982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132850229935032,"score_gpt":0.3733443223788445,"score_spread":0.2404940924438125,"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."}}