{"id":"W2807794899","doi":"10.1089/apc.2018.0027","title":"Providing Online-Based Sexual Health Outreach to Gay, Bisexual, and Queer Men in Ontario, Canada: Qualitative Interviews with Multisectoral Frontline Service Providers and Managers","year":2018,"lang":"en","type":"review","venue":"AIDS Patient Care and STDs","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Ministry of Labour; University of Victoria; Ontario HIV Treatment Network; University of Toronto","funders":"Ontario HIV Treatment Network","keywords":"Outreach; Men who have sex with men; Thematic analysis; Medicine; Reproductive health; Service provider; Qualitative research; Queer; Service (business); Family medicine; Nursing; Medical education; Public relations; Human immunodeficiency virus (HIV); Psychology; Business; Political science; Population; Sociology; Environmental health; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003557379,0.0005034845,0.001562666,0.0004872529,0.0001265983,0.00006817681,0.0001114828,0.0001328942,0.00003285748],"category_scores_gemma":[0.00009978084,0.0003585407,0.00007912785,0.0003591373,0.0001030771,0.0001240639,0.0001486191,0.0005555352,0.000001449186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277142,"about_ca_system_score_gemma":0.003077327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9511973,"about_ca_topic_score_gemma":0.9963493,"domain_scores_codex":[0.9969284,0.0005416418,0.0007938772,0.0007688235,0.000441973,0.0005252638],"domain_scores_gemma":[0.9983912,0.0001511941,0.0002502046,0.0003186552,0.0002774679,0.0006113249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001791286,0.0001312502,0.001686011,0.02332362,0.0002687604,0.00005562588,0.03283069,3.775152e-7,2.737839e-7,0.000002399315,0.008767135,0.9327547],"study_design_scores_gemma":[0.003767977,0.2102827,0.0003071844,0.04780857,0.0007187001,0.00004290606,0.09327293,0.0001708382,0.00000157264,0.000001943168,0.642661,0.0009637017],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1140529,0.8798344,0.00009022879,0.0002528026,0.00006463864,0.004640244,0.0008229287,0.00002797838,0.0002139117],"genre_scores_gemma":[0.1322381,0.8099192,0.01829502,0.005704611,0.0004869507,0.00368651,0.01641192,0.0006866622,0.01257103],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.931791,"threshold_uncertainty_score":0.9998866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445162797830561,"score_gpt":0.4254442752069247,"score_spread":0.2809279954238686,"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."}}