{"id":"W4393952356","doi":"10.32920/25437364.v1","title":"A focus group qualitative study of HIV stigma in the Canadian healthcare system","year":2024,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; Stigma (botany); Human immunodeficiency virus (HIV); Qualitative research; Health care; Healthcare system; Focus (optics); Psychology; Medicine; Political science; Psychiatry; Family medicine; Sociology; Social science; Anthropology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01567536,0.0009630371,0.00110166,0.002651647,0.03947262,0.00495337,0.003023218,0.002773228,0.005655595],"category_scores_gemma":[0.01817785,0.0007645025,0.0004811846,0.003829055,0.01535821,0.002592666,0.005594658,0.003257824,0.0003994444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06322473,"about_ca_system_score_gemma":0.06448434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7358595,"about_ca_topic_score_gemma":0.8172359,"domain_scores_codex":[0.9880955,0.006886984,0.0003099796,0.0007408588,0.001212142,0.002754432],"domain_scores_gemma":[0.977444,0.01466553,0.0007509099,0.0003435155,0.003705167,0.003091013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001947717,0.00003349344,0.0009461135,0.00009340343,0.000001495899,0.0003968475,0.9944112,0.00001973684,0.0004386973,0.0007289104,0.0006253333,0.002285277],"study_design_scores_gemma":[0.000005077067,0.0000279969,0.001469863,0.0001292627,0.000002324406,0.0000691336,0.9890286,0.00004443426,0.0001406248,0.0001175139,0.008954807,0.00001033149],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702515,0.001437873,0.002253345,0.005822086,0.0002234307,0.001513454,0.0005497783,0.00004026022,0.01790833],"genre_scores_gemma":[0.9805633,0.001555603,0.002445094,0.002830501,0.00005332805,0.001432869,0.0002236435,0.0000440447,0.01085173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2641405,"threshold_uncertainty_score":0.5313921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08788382030229831,"score_gpt":0.4452400151030322,"score_spread":0.3573561948007339,"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."}}