{"id":"W3200780782","doi":"10.46743/2160-3715/2021.4857","title":"High Touch Research: Building Community for Those Living with HIV","year":2021,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Mount Royal University","funders":"","keywords":"Participatory action research; Empowerment; Social isolation; Stigma (botany); Action research; Community-based participatory research; Sociology; Public relations; Psychology; Isolation (microbiology); Political science; Pedagogy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02338335,0.0001407493,0.0002918185,0.00006176429,0.004444791,0.00001370846,0.0002237258,0.00008287158,0.000200769],"category_scores_gemma":[0.002218455,0.00008832366,0.00005512801,0.0003713385,0.0001897225,0.00009014898,0.0002746357,0.001342516,0.00005664652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003437418,"about_ca_system_score_gemma":0.0009526866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002396432,"about_ca_topic_score_gemma":0.0008783497,"domain_scores_codex":[0.9844352,0.01316576,0.000783891,0.0002529006,0.0006295227,0.0007327055],"domain_scores_gemma":[0.9765025,0.02094798,0.0004064294,0.0008031459,0.001156635,0.0001832881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005073927,0.0006716719,0.01894467,0.004472889,0.0001730087,0.0001043026,0.8393095,0.00001213008,0.0007075694,0.1106448,0.02322484,0.001227346],"study_design_scores_gemma":[0.0008785099,0.0009397442,0.004096104,0.004254779,0.00003210814,0.00002503155,0.9223181,0.0000297423,0.00126361,0.03491117,0.03100578,0.000245328],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792003,0.0001660263,0.004665045,0.003075595,0.0004318104,0.001857081,0.00007464495,0.00005715077,0.01047237],"genre_scores_gemma":[0.9702945,0.00003145435,0.01067562,0.001635996,0.0002513311,0.001197844,0.0002857318,0.000036285,0.01559126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08300866,"threshold_uncertainty_score":0.9968513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8001162055026556,"score_gpt":0.6709249156277758,"score_spread":0.1291912898748798,"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."}}