{"id":"W2327867432","doi":"10.1515/1948-4690.1039","title":"HIV Sexual Networks: The Montreal Experience","year":2012,"lang":"en","type":"article","venue":"Statistical Communications in Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Men who have sex with men; Transmission (telecommunications); Human immunodeficiency virus (HIV); Demography; Incidence (geometry); Cluster (spacecraft); Sexual transmission; Public health; Medicine; Virology; Immunology; Biology; Syphilis; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0019593,0.0002665615,0.0003477172,0.001124328,0.01174908,0.004992864,0.001367362,0.001124704,0.01471779],"category_scores_gemma":[0.007283987,0.0003676302,0.0001918203,0.002963901,0.004426789,0.003594552,0.005092891,0.002413976,0.0005216363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0242087,"about_ca_system_score_gemma":0.01972409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8804747,"about_ca_topic_score_gemma":0.9297833,"domain_scores_codex":[0.997982,0.000745198,0.00004049005,0.0001445517,0.0003798984,0.0007078219],"domain_scores_gemma":[0.9929652,0.0007710285,0.0006411917,0.0001597516,0.0005768797,0.00488586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002621487,0.0004691319,0.2812636,0.0002852243,0.00008129278,0.004349269,0.3167123,0.0004634585,0.0006381088,0.05507499,0.1321431,0.2082574],"study_design_scores_gemma":[0.00004985199,0.0002151933,0.3057925,0.0005406026,0.00003537805,0.001353555,0.2621268,0.0005280226,0.0001306311,0.003696285,0.4254112,0.0001199367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7414501,0.0118536,0.0004904671,0.132592,0.000705524,0.0001819562,0.001918819,0.00007621678,0.1107313],"genre_scores_gemma":[0.968793,0.007564877,0.0001646385,0.005731839,0.000232118,0.00004856774,0.0002895441,0.00003748696,0.01713791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195253,"threshold_uncertainty_score":0.2404584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03599060195423349,"score_gpt":0.3872476092509031,"score_spread":0.3512570072966696,"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."}}