{"id":"W4395007769","doi":"10.21203/rs.3.rs-4225131/v1","title":"St. Louis Enhancing Engagement and Retention in HIV/AIDS Care (STEER): a participatory intersectional needs assessment for intervention and implementation planning","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"inVentiv Health Clinical","funders":"","keywords":"Outreach; Focus group; Framing (construction); Participatory action research; Citizen journalism; Context (archaeology); Needs assessment; Health care; Nursing; Psychology; Public relations; Sociology; Medical education; Medicine; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.008865495,0.0003457611,0.0002800951,0.0005724689,0.00314417,0.00316501,0.0004820999,0.0009662662,0.02487672],"category_scores_gemma":[0.01058797,0.0004196421,0.0002148046,0.000878283,0.0008876421,0.0009897212,0.003485944,0.001699839,0.002260472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003893176,"about_ca_system_score_gemma":0.02407268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06539293,"about_ca_topic_score_gemma":0.2093795,"domain_scores_codex":[0.9959366,0.002756121,0.00007451576,0.0002039538,0.0007206,0.0003081875],"domain_scores_gemma":[0.9940403,0.003096723,0.000308746,0.0002502799,0.001545153,0.0007588632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000493353,0.000850726,0.01588775,0.001051287,0.00006061882,0.0002757859,0.01611338,0.001551635,0.003460819,0.04642703,0.1437786,0.770049],"study_design_scores_gemma":[0.0006167212,0.001845516,0.08173054,0.005077419,0.0002311362,0.0002483852,0.06880176,0.009031448,0.01708025,0.05225622,0.7629474,0.0001332247],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2683674,0.003200104,0.04163659,0.06923838,0.0008623082,0.004569735,0.005511622,0.00121362,0.6054003],"genre_scores_gemma":[0.5332934,0.006379488,0.1856898,0.003028474,0.0001065577,0.004081895,0.001520688,0.0004010047,0.2654987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06539293,"threshold_uncertainty_score":0.1300246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6106903279274802,"score_gpt":0.7116320224777354,"score_spread":0.1009416945502551,"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."}}