{"id":"W4412416808","doi":"10.1177/23259582251359438","title":"Advancing SRHR for Women Living With HIV: The Role of Meaningful Engagement in Canada and Beyond","year":2025,"lang":"en","type":"letter","venue":"Journal of the International Association of Providers of AIDS Care (JIAPAC)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Psychology; Medicine; Immunology","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":[0.007806365,0.0005924224,0.001261381,0.0007151329,0.02729139,0.009332143,0.003732559,0.0423233,0.01283555],"category_scores_gemma":[0.02766134,0.0007318283,0.001357794,0.001089356,0.01218634,0.00607917,0.008377018,0.06047223,0.001392212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06344376,"about_ca_system_score_gemma":0.2855267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8911725,"about_ca_topic_score_gemma":0.9615908,"domain_scores_codex":[0.9877722,0.002044169,0.0007324663,0.0006146045,0.002452815,0.006383809],"domain_scores_gemma":[0.948309,0.0102683,0.001285579,0.0005214241,0.006482236,0.03313342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008760129,0.0001569177,0.004516304,0.0002184641,0.00002679987,0.002941648,0.009369829,0.0001013745,0.0004029433,0.02592749,0.9099249,0.04632563],"study_design_scores_gemma":[0.0001545356,0.0001103225,0.009569183,0.001956207,0.00006526122,0.001117224,0.03117886,0.0004558011,0.0002653505,0.01409036,0.9408298,0.0002070162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001563113,0.001646003,0.00003880623,0.9891503,0.002953868,0.00002001574,0.00002618416,0.000007982901,0.004593621],"genre_scores_gemma":[0.0311002,0.004034567,0.0004622747,0.942773,0.003796381,0.00009561356,0.00003598649,0.00003941826,0.01766239],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1088275,"threshold_uncertainty_score":0.4603189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005074821644951504,"score_gpt":0.2468825878398078,"score_spread":0.2418077661948563,"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."}}