{"id":"W4410724474","doi":"10.2196/66426","title":"Exploring Co-production as an Implementation Strategy for Trauma-Informed Care in a Youth-Focused HIV Clinic in Memphis, Tennessee: Mixed Methods Research","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Memphis; Preprint; Human immunodeficiency virus (HIV); Medicine; Psychology; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.09592876,0.000684142,0.0007290992,0.002499658,0.008966596,0.005681609,0.004756514,0.001406332,0.004552594],"category_scores_gemma":[0.04677953,0.001235362,0.001020138,0.002416334,0.00480193,0.003286769,0.008739359,0.002512222,0.0003130933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01971249,"about_ca_system_score_gemma":0.05833767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02671885,"about_ca_topic_score_gemma":0.07488206,"domain_scores_codex":[0.9274123,0.06044338,0.002693449,0.002588262,0.002497334,0.004365245],"domain_scores_gemma":[0.9322401,0.04801907,0.005422141,0.002396806,0.005093796,0.006828008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000893895,0.003335238,0.04894167,0.008005536,0.0003151403,0.002560593,0.7432323,0.001022096,0.004333803,0.007654214,0.004280591,0.175425],"study_design_scores_gemma":[0.0003998429,0.002921727,0.03602726,0.006011012,0.0002706618,0.0005503769,0.9230244,0.002051876,0.002497823,0.003434064,0.02265934,0.0001517152],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178423,0.00256125,0.02610169,0.005354574,0.0001419979,0.03931246,0.000761438,0.0001143404,0.00780994],"genre_scores_gemma":[0.884519,0.001580754,0.07046719,0.002847276,0.00004319739,0.03873093,0.000251224,0.00005722369,0.001503082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09592876,"threshold_uncertainty_score":0.5073258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9069704610804812,"score_gpt":0.8046471979781379,"score_spread":0.1023232631023433,"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."}}