{"id":"W2540988163","doi":"10.2196/mhealth.5600","title":"Sexual Preferences and Presentation on Geosocial Networking Apps by Indian Men Who Have Sex With Men in Maharashtra","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Men who have sex with men; Popularity; Internet privacy; Human immunodeficiency virus (HIV); Population; Condom; Presentation (obstetrics); Psychology; Demography; Medicine; Social psychology; Computer science; Family medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006648733,0.0002281514,0.0002264324,0.0006920442,0.001662354,0.001558309,0.0003295823,0.0003898398,0.004778897],"category_scores_gemma":[0.002343074,0.0003007287,0.0003850702,0.0005654996,0.0007059352,0.001044145,0.001085828,0.0007971898,0.0004151088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004818529,"about_ca_system_score_gemma":0.0006676252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01171921,"about_ca_topic_score_gemma":0.02148222,"domain_scores_codex":[0.9995135,0.0001798995,0.00003962726,0.00003585269,0.0001181738,0.0001128643],"domain_scores_gemma":[0.9988798,0.0003033885,0.0004346779,0.00004007197,0.000114065,0.0002280172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002034596,0.000414346,0.7565395,0.0004042855,0.00006655838,0.001379324,0.2050198,0.00005571629,0.001647521,0.0003669894,0.00154083,0.03236162],"study_design_scores_gemma":[0.00001284544,0.0005287311,0.6578305,0.0003157918,0.00008502638,0.002200078,0.3342412,0.0002424162,0.0003800697,0.0001430627,0.003960015,0.00006019276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979595,0.0002436838,0.00002944866,0.0001998424,0.000007859528,0.0000238856,0.00008964198,0.000004000725,0.001442129],"genre_scores_gemma":[0.9983277,0.0004552399,0.00009840156,0.0002393438,0.00001001059,0.00001961004,0.00004905032,0.00000246631,0.0007981689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01171921,"threshold_uncertainty_score":0.02330202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04827331449229426,"score_gpt":0.3953259841984735,"score_spread":0.3470526697061792,"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."}}