{"id":"W3153594907","doi":"10.2196/27262","title":"Using Assisted Partner Services for HIV Testing and the Treatment of Males and Their Female Sexual Partners: Protocol for an Implementation Science Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; National Institutes of Health; Center for AIDS Research, University of Washington; University of Washington; Fred Hutchinson Cancer Research Center","keywords":"Medicine; Psychological intervention; Family medicine; Referral; Population; Reproductive health; Fidelity; Nursing; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0882827,0.005586118,0.006669153,0.004211674,0.006412632,0.004934791,0.004618623,0.008034746,0.08039085],"category_scores_gemma":[0.04609596,0.004268557,0.006329207,0.004802791,0.004463434,0.004111657,0.003884353,0.011605,0.016196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01055797,"about_ca_system_score_gemma":0.04625647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005291316,"about_ca_topic_score_gemma":0.009744922,"domain_scores_codex":[0.9607434,0.02398416,0.006238094,0.002326818,0.003035093,0.003672368],"domain_scores_gemma":[0.9608077,0.01066744,0.005111716,0.006333796,0.01385413,0.003225378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2203337,0.07509885,0.008122351,0.1379757,0.002172373,0.003496582,0.02153729,0.01139542,0.01266641,0.03472025,0.1251521,0.3473291],"study_design_scores_gemma":[0.2878949,0.05583715,0.01845607,0.06258199,0.001514899,0.0005985329,0.007838713,0.006474702,0.008456337,0.01803208,0.5314791,0.0008355363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004182565,0.00004620327,0.0008682455,0.00006253179,0.00005337912,0.9976882,0.0004440732,0.00002438615,0.0003947415],"genre_scores_gemma":[0.0003386292,0.00005519542,0.002009678,0.00003815877,0.000006944504,0.9973217,0.00009028438,0.000002368059,0.000137154],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0882827,"threshold_uncertainty_score":0.4668891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6762989130278234,"score_gpt":0.6828239205752692,"score_spread":0.006525007547445782,"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."}}