{"id":"W7065202398","doi":"","title":"Critical analysis of peer engagement in HIV testing and prevention within Black, African, and Caribbean communities in Manitoba, Canada","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Thematic analysis; Context (archaeology); Community engagement; Participatory action research; Qualitative research; Community-based participatory research; Human immunodeficiency virus (HIV); Citizen journalism; Peer group","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006871579,0.0001692881,0.000461171,0.0006523017,0.00009338094,0.00003930783,0.000207936,0.000115702,0.00001450185],"category_scores_gemma":[0.0001020154,0.0002148115,0.00004213876,0.0005584755,0.0001676057,0.0001372545,0.000106303,0.0003604637,4.792162e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003024132,"about_ca_system_score_gemma":0.0002249917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7962251,"about_ca_topic_score_gemma":0.9996204,"domain_scores_codex":[0.9987708,0.000224196,0.0002010052,0.0002527523,0.000345713,0.000205487],"domain_scores_gemma":[0.999217,0.0002287672,0.0001616367,0.0001846348,0.0001633801,0.00004458298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001001535,0.0007360848,0.6864287,0.009104074,0.001217126,0.0006041621,0.08626866,0.0008087889,0.180474,0.0265607,0.005452452,0.001343715],"study_design_scores_gemma":[0.0003506525,0.0002730764,0.473744,0.001054887,0.001229941,0.000001841639,0.5070118,0.004181306,0.01008939,0.001458242,0.0001538849,0.000450979],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975045,0.0002111638,0.00005024452,0.0003046195,0.00005999505,0.0002119714,0.00006085498,0.0000273348,0.001569277],"genre_scores_gemma":[0.9963422,0.00006682787,0.003114363,0.000006808848,0.000006381277,0.000001246913,0.0001085382,0.00001203586,0.0003416367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4207432,"threshold_uncertainty_score":0.8759757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358661256632168,"score_gpt":0.2523048740263968,"score_spread":0.2287182614600752,"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."}}