{"id":"W6957798092","doi":"10.60692/qg5ny-bhn75","title":"A sex-role-preference model for HIV transmission among men who have sex with men in China","year":2009,"lang":"en","type":"article","venue":"Greater South Information System","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Men who have sex with men; Population; Basic reproduction number; Transmission (telecommunications); Intervention (counseling); Sexual transmission; Sexually transmitted disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001488062,0.00108469,0.001596285,0.0009542223,0.001189314,0.001444054,0.003519913,0.002521128,0.01134358],"category_scores_gemma":[0.002872079,0.0005464567,0.001477734,0.001018494,0.001135617,0.00154767,0.001272895,0.001490242,0.0009174441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003042437,"about_ca_system_score_gemma":0.002669732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09360617,"about_ca_topic_score_gemma":0.0384227,"domain_scores_codex":[0.9993705,0.0002161466,0.00002510997,0.0000981659,0.00006164791,0.0002284237],"domain_scores_gemma":[0.9983971,0.0007961303,0.0002408461,0.00004661549,0.0002796846,0.0002396492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002483611,0.0002201059,0.005268627,0.0001614665,0.00011136,0.001311856,0.0004459102,0.9136514,0.00110924,0.06954084,0.00300793,0.004922986],"study_design_scores_gemma":[0.00008521535,0.00006270509,0.001003606,0.00001180404,0.00002953063,0.00006109315,0.00009072701,0.9918773,0.00003766371,0.006188818,0.0005291676,0.0000223251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7876347,0.002040045,0.1476845,0.006788323,0.0003851587,0.0004757806,0.00388331,0.00028892,0.05081932],"genre_scores_gemma":[0.9624579,0.001011733,0.005298391,0.000255694,0.0001008558,0.0002967152,0.0005014173,0.00002766369,0.0300496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09360617,"threshold_uncertainty_score":0.1861227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03245858413500598,"score_gpt":0.2625693763946303,"score_spread":0.2301107922596243,"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."}}