{"id":"W1980075380","doi":"10.2196/resprot.3378","title":"A Novel Approach to Realizing Routine HIV Screening and Enhancing Linkage to Care in the United States: Protocol of the FOCUS Program and Early Results","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Gilead Sciences","keywords":"Human immunodeficiency virus (HIV); Health care; HIV screening; Medicine; Focus group; Linkage (software); Family medicine; Best practice; Protocol (science); Nursing; Medical education; Alternative medicine; Political science; Business; Men who have sex with men","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":[0.1425236,0.002310029,0.001238058,0.005121236,0.01038293,0.003770459,0.006805624,0.007407006,0.02396331],"category_scores_gemma":[0.09944463,0.002808593,0.002934992,0.003634216,0.003917695,0.004703925,0.01011257,0.01090508,0.005220933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01889007,"about_ca_system_score_gemma":0.1263652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346196,"about_ca_topic_score_gemma":0.03093073,"domain_scores_codex":[0.8978016,0.07651606,0.01086477,0.003157786,0.007843241,0.003816609],"domain_scores_gemma":[0.940526,0.01655629,0.00436702,0.008130387,0.02345089,0.00696934],"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":[0.008119295,0.02814258,0.01131221,0.01386717,0.0004639352,0.001804594,0.03128366,0.005444711,0.007863058,0.0597731,0.2722597,0.5596659],"study_design_scores_gemma":[0.02711448,0.01577201,0.03389214,0.01446816,0.0006824173,0.001308905,0.01693905,0.007648045,0.01486698,0.0356677,0.8307419,0.0008981343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00265455,0.0001159571,0.01851039,0.00346394,0.0002824815,0.9676378,0.00104512,0.0001598002,0.00612997],"genre_scores_gemma":[0.001865532,0.000117228,0.04410917,0.001013211,0.00003322924,0.9516385,0.0002554515,0.00001250017,0.0009551785],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1425236,"threshold_uncertainty_score":0.753746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553954035453115,"score_gpt":0.5115431307059226,"score_spread":0.3561477271606112,"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."}}