{"id":"W2564891371","doi":"10.1007/s10508-016-0879-z","title":"A Latent Class Analysis of Seroadaptation Among Gay and Bisexual Men","year":2016,"lang":"en","type":"article","venue":"Archives of Sexual Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Simon Fraser University; University of British Columbia; AIDS Vancouver","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research","keywords":"Latent class model; Serodiscordant; Psychology; Condom; Men who have sex with men; Demography; Optimism; Psychological intervention; Homosexuality; Sensation seeking; Anal sex; Clinical psychology; Social psychology; Medicine; Viral load; Human immunodeficiency virus (HIV); Personality; Psychiatry; Family medicine; Syphilis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001049813,0.00008650417,0.0003022153,0.0005270129,0.00002784138,0.000004854895,0.00007242252,0.00003217688,0.0002103773],"category_scores_gemma":[0.00007649477,0.00005711382,0.00009885756,0.0002480573,0.0003521586,0.00009299575,0.00006055569,0.00006645783,0.000003480196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009811718,"about_ca_system_score_gemma":0.00003093489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003349662,"about_ca_topic_score_gemma":0.0001840538,"domain_scores_codex":[0.999016,0.00006016227,0.0003198995,0.0001921696,0.0002420837,0.0001696691],"domain_scores_gemma":[0.9993289,0.0001339362,0.0001023543,0.0002178608,0.00005990346,0.0001570265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001275396,0.0003082664,0.4996756,0.00004671503,0.0004016831,0.000006779009,0.0007244284,7.471628e-7,0.3792338,0.0001157986,0.0001204644,0.1192382],"study_design_scores_gemma":[0.0008799533,0.002625315,0.9815483,0.00008506788,0.001336797,0.000002510756,0.0006121039,0.0007492288,0.01203791,0.00002015023,0.00003944305,0.00006321456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970403,0.00007460652,0.000788215,0.0001651759,0.000007194738,0.0002391815,0.0001376406,0.00001267155,0.001535009],"genre_scores_gemma":[0.9887133,0.00004623481,0.0004247839,0.000003416901,0.00001243377,0.00003264052,0.00005028459,0.000009061701,0.01070787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4818727,"threshold_uncertainty_score":0.2329034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05049766642003952,"score_gpt":0.3536325364192407,"score_spread":0.3031348699992012,"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."}}