{"id":"W4296799099","doi":"10.1186/s12913-022-08529-7","title":"Community perspectives on ideal bacterial STI testing services for gay, bisexual, and other men who have sex with men in Toronto, Canada: a qualitative study","year":2022,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; AIDS Committee of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Department of Family and Community Medicine, University of Toronto; University of Toronto; Canadian Health Services Research Foundation","keywords":"Medicine; Focus group; Context (archaeology); Men who have sex with men; Thematic analysis; Psychological intervention; Family medicine; Gerontology; Reproductive health; Qualitative research; Human immunodeficiency virus (HIV); Nursing; Population; Environmental health; Syphilis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003888453,0.0004816596,0.0005698345,0.001177569,0.01873695,0.003863769,0.001827532,0.0009971461,0.0042603],"category_scores_gemma":[0.005779224,0.0004843509,0.0004426385,0.002076889,0.008142774,0.0014402,0.003819351,0.001642454,0.0001900741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06633481,"about_ca_system_score_gemma":0.08954307,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9524167,"about_ca_topic_score_gemma":0.9797656,"domain_scores_codex":[0.9962401,0.001556919,0.0001207717,0.0002871743,0.000449111,0.001345831],"domain_scores_gemma":[0.9916412,0.002841931,0.0005453035,0.000141621,0.001628876,0.003201137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003122478,0.00002595834,0.00782086,0.000138404,0.000004699186,0.0007475218,0.9858884,0.0000516957,0.0006014146,0.000657779,0.001035,0.00299694],"study_design_scores_gemma":[0.000002678165,0.0000191825,0.005451301,0.0001125918,0.000004538012,0.00005624231,0.9886965,0.00004971411,0.00008655852,0.00004513115,0.005464197,0.00001128822],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866772,0.001050418,0.0005684397,0.003771893,0.0000594094,0.0002663667,0.0005137975,0.00001800995,0.007074553],"genre_scores_gemma":[0.9940996,0.000890952,0.0005018614,0.001026947,0.00001257834,0.0001492608,0.0001290188,0.00001506677,0.003174622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06633481,"threshold_uncertainty_score":0.481295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1707382366799975,"score_gpt":0.5139319189628198,"score_spread":0.3431936822828222,"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."}}