{"id":"W3217434950","doi":"10.32920/ihtp.v1i3.1457","title":"Barriers and facilitators to providing human immunodeficiency virus pre-exposure prophylaxis decision support to black patients in Canada: a cross-sectional study","year":2021,"lang":"en","type":"article","venue":"International Health Trends and Perspectives","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Michael's Hospital","funders":"","keywords":"Cultural humility; Autonomy; Competence (human resources); Decision aids; Psychological intervention; Health care; Social support; Psychology; Pre-exposure prophylaxis; Nursing; Cross-sectional study; Medicine; Medical education; Family medicine; Human immunodeficiency virus (HIV); Cultural competence; Social psychology; Men who have sex with men; Alternative medicine; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00178236,0.0003708696,0.000542209,0.001173444,0.007058437,0.001765794,0.001121773,0.0007565676,0.002781004],"category_scores_gemma":[0.004175691,0.0006225102,0.0006928682,0.002305996,0.001240044,0.0006316289,0.001530655,0.00155774,0.0002577401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03535939,"about_ca_system_score_gemma":0.07623763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9792173,"about_ca_topic_score_gemma":0.9899838,"domain_scores_codex":[0.9984295,0.0001965101,0.0001058657,0.0001476664,0.0003604962,0.0007600487],"domain_scores_gemma":[0.9952973,0.0005001505,0.0008684949,0.00009372832,0.001541563,0.001698821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008137746,0.0002454566,0.9701175,0.0001419055,0.00003810159,0.0002033152,0.02230646,0.00004854629,0.0002201913,0.0001515086,0.001215054,0.005230576],"study_design_scores_gemma":[0.00001854273,0.0001588247,0.9404834,0.0002546044,0.00003852623,0.0001308057,0.05617757,0.0003240089,0.0001276442,0.00004864374,0.002209103,0.0000282894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977056,0.0002438026,0.00005117438,0.0005935916,0.000008468307,0.0001260362,0.0005241793,0.000002661174,0.000744417],"genre_scores_gemma":[0.9973527,0.000525524,0.0003099989,0.0006052149,0.000006896383,0.000107111,0.0003715104,0.000003925212,0.000717225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03535939,"threshold_uncertainty_score":0.2565516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648651313684074,"score_gpt":0.3891613584224602,"score_spread":0.3626748452856195,"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."}}