{"id":"W2739448087","doi":"10.1056/ac200802250000004","title":"HIV Risk Among MSM in Montreal: Good News and Bad","year":2008,"lang":"en","type":"article","venue":"Journal watch","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Men who have sex with men; Environmental health; Advertising; Family medicine; Syphilis; Business","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":[0.0008944683,0.0004256749,0.0003336033,0.001216474,0.002157182,0.002218844,0.0007593138,0.001967252,0.003944991],"category_scores_gemma":[0.004250476,0.000397197,0.0003936067,0.001396188,0.001221173,0.001193499,0.0009327857,0.001569864,0.0002610678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006305237,"about_ca_system_score_gemma":0.006135265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8558902,"about_ca_topic_score_gemma":0.9129298,"domain_scores_codex":[0.9993881,0.0001189853,0.00003501637,0.00004954189,0.000196122,0.000212275],"domain_scores_gemma":[0.996687,0.0002714212,0.0008115554,0.00005936699,0.0007389102,0.001431827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003146885,0.000127985,0.8930256,0.0002821769,0.0002153722,0.0009640979,0.004332087,0.0001517276,0.0006471761,0.0002887446,0.05371404,0.04593629],"study_design_scores_gemma":[0.00002389658,0.00005539629,0.9827561,0.000129312,0.00006790648,0.0001192683,0.004978389,0.00008624696,0.000107984,0.00007696045,0.01155958,0.00003897511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7146142,0.02818534,0.0001761245,0.2336424,0.002513903,0.00006152115,0.003766955,0.0001560983,0.01688357],"genre_scores_gemma":[0.9772081,0.006873025,0.0001569987,0.009658774,0.001920311,0.00001366577,0.0004899128,0.0000172374,0.003662023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1441098,"threshold_uncertainty_score":0.2899169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821743455487335,"score_gpt":0.3047288451549204,"score_spread":0.286511410600047,"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."}}