{"id":"W6925209807","doi":"10.17605/osf.io/79rvk","title":"Healthcare Access and PrEP Uptake Among Immigrant Gay, Bisexual, and Other Men who Have Sex With Men (GBM) in Canada’s Three Largest Cities [Presentation]","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Men who have sex with men; Human immunodeficiency virus (HIV); Health care; Ethnic group; Pandemic","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001218348,0.0003044764,0.0003551272,0.00007821452,0.000280681,0.0001646882,0.0005174913,0.0001098975,0.03099871],"category_scores_gemma":[0.0001202045,0.0002835794,0.00002900843,0.000225339,0.0004009689,0.0006071467,0.001628425,0.0002850875,0.005650041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007901819,"about_ca_system_score_gemma":0.0001750547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9073932,"about_ca_topic_score_gemma":0.9145949,"domain_scores_codex":[0.9968288,0.0002510012,0.0003993637,0.001279865,0.0006267836,0.0006141647],"domain_scores_gemma":[0.9983922,0.0001490765,0.0001742857,0.0008637447,0.000008732486,0.0004119508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004844857,0.00005553664,0.9834509,0.00004935007,0.00005167187,0.00003597765,0.003656032,0.001023438,0.0003458267,0.00002425467,0.007134032,0.004124517],"study_design_scores_gemma":[0.0006463277,0.00000369794,0.9886445,0.00004718724,0.00001876363,0.000007763899,0.004498649,0.003185757,0.000516209,0.0006872527,0.001430372,0.000313488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8241847,0.000001916545,0.00002259642,0.0006646059,0.00002055663,0.0007969968,0.0000484771,0.00004007214,0.1742201],"genre_scores_gemma":[0.9423419,0.0001248239,0.00005577693,0.0002702992,0.0000191141,0.0001941075,0.00001698984,0.00004175207,0.05693524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1181573,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03063663370978504,"score_gpt":0.3025299070770528,"score_spread":0.2718932733672678,"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."}}