{"id":"W2234095586","doi":"10.1080/19359705.2016.1110769","title":"The Promise of PrEP","year":2015,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Mental Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychology; Pre-exposure prophylaxis; Medicine; Psychotherapist; Human immunodeficiency virus (HIV); Family medicine; Men who have sex with men","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001619916,0.00006020931,0.0002367331,0.00008699603,0.0001003377,0.00001375603,0.0001314543,0.00002304889,0.00008961066],"category_scores_gemma":[0.0002090945,0.00003483797,0.0001763921,0.0001112646,0.0000952515,0.00008713191,0.0000285938,0.0002739319,0.0000254065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685141,"about_ca_system_score_gemma":0.0009258768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008736825,"about_ca_topic_score_gemma":0.00005830015,"domain_scores_codex":[0.9984192,0.0001459801,0.0005885876,0.00005774763,0.0005607761,0.0002277329],"domain_scores_gemma":[0.9986069,0.00003127126,0.0003561011,0.0001472434,0.0002590017,0.0005994978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001936736,0.001030742,0.007883155,0.0003275994,0.0001816117,0.0000414583,0.003411982,0.000001015665,0.002079795,0.0003014694,0.8264052,0.1563993],"study_design_scores_gemma":[0.01316861,0.07542925,0.01949967,0.003970113,0.00007621739,0.002217646,0.016559,0.000604505,0.007554192,0.0008984993,0.8598292,0.000193074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9123403,0.008792755,0.0002198258,0.05686525,0.0004489427,0.0009074762,0.00003634358,0.00001116509,0.02037791],"genre_scores_gemma":[0.9770536,0.0009405768,0.0009215942,0.0002855302,0.0002922968,0.000002948235,0.000004915174,0.00001363472,0.02048491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1562062,"threshold_uncertainty_score":0.1642466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0772988232770602,"score_gpt":0.4352455099968519,"score_spread":0.3579466867197917,"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."}}