{"id":"W2947617670","doi":"10.1186/s12889-019-6985-9","title":"Social support, mental health needs, and HIV risk behaviors: a gender-specific, correlation study","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Social support; Medicine; Syndemic; Public health; Behavioral Risk Factor Surveillance System; Mental distress; Psychological intervention; Marital status; Environmental health; Biostatistics; Gerontology; Clinical psychology; Psychiatry; Psychology; Social psychology; Population; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002293232,0.0001663678,0.0004348137,0.0004504318,0.0004862908,0.00009748466,0.0001031551,0.00007426798,0.001565824],"category_scores_gemma":[0.00007861934,0.0001518311,0.0001273104,0.0004307747,0.00006355832,0.0002734143,0.00008562221,0.000483558,0.00038894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000534119,"about_ca_system_score_gemma":0.001561336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005875888,"about_ca_topic_score_gemma":0.000372924,"domain_scores_codex":[0.9969872,0.0006302401,0.0006387289,0.0003638707,0.0006289522,0.00075103],"domain_scores_gemma":[0.9984344,0.00004757998,0.0002499132,0.0002962986,0.0001071681,0.0008645997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007153796,0.001463656,0.6543136,0.0001586966,0.00003780648,0.000001974271,0.01178444,8.873263e-8,0.00000760463,0.0006092026,0.2937706,0.0377808],"study_design_scores_gemma":[0.005812186,0.009547865,0.7321608,0.00004707815,0.00001346391,0.00005061169,0.03441978,0.0006113885,8.400372e-7,0.0000207749,0.2171363,0.0001789323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678385,0.0006465342,0.002733796,0.01732272,0.0002004043,0.004017771,0.0002994413,0.0001540038,0.006786777],"genre_scores_gemma":[0.9807574,0.000295864,0.0003552394,0.0004824138,0.0002372627,0.00006572309,0.0006344109,0.00003530846,0.01713639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07784721,"threshold_uncertainty_score":0.9993469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08330891985066652,"score_gpt":0.3978574558906411,"score_spread":0.3145485360399746,"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."}}