{"id":"W7161851846","doi":"10.82308/4055","title":"HIV elimination in Québec: tracking progress and evaluating HIV prevention interventions among key populations","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Human immunodeficiency virus (HIV); Psychological intervention; Pre-exposure prophylaxis; Tracking (education); Odds; Treatment as prevention; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0097018,0.001180212,0.0009491271,0.002178409,0.004429049,0.002513948,0.003585001,0.001125736,0.002883874],"category_scores_gemma":[0.01970711,0.0005111422,0.001457913,0.004870011,0.001260031,0.001870965,0.001831375,0.001525056,0.000401718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1051199,"about_ca_system_score_gemma":0.08808815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953306,"about_ca_topic_score_gemma":0.9960884,"domain_scores_codex":[0.9930676,0.003030805,0.0002890318,0.0005878158,0.001672329,0.001352571],"domain_scores_gemma":[0.979458,0.003093503,0.002521944,0.000595049,0.01140393,0.00292766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001180599,0.001625381,0.8013692,0.001789253,0.001233936,0.00008167617,0.003431809,0.00399978,0.0004021968,0.001597862,0.03670269,0.1465856],"study_design_scores_gemma":[0.0003919528,0.00176945,0.9688658,0.001301786,0.00066737,0.00002901706,0.005389198,0.0100839,0.0004689341,0.0002986566,0.01064302,0.00009080755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9102744,0.01878729,0.002943855,0.01264822,0.000274889,0.005852884,0.03270551,0.000298117,0.01621477],"genre_scores_gemma":[0.9662176,0.005811612,0.008122075,0.002449959,0.0000674297,0.003187101,0.009890113,0.00004071666,0.004213383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051199,"threshold_uncertainty_score":0.7627017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185232163674879,"score_gpt":0.4735722199153323,"score_spread":0.3550490035478444,"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."}}