{"id":"W4391613676","doi":"10.2196/56892","title":"Patient Education and Decision Support for Long-Acting Injectable HIV Antiretroviral Therapy: Protocol for Tool Development and Pilot Testing with Ryan White HIV/AIDS Program Medical Case Management Programs in New York","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Human immunodeficiency virus (HIV); Protocol (science); Medicine; Antiretroviral therapy; Medical education; Decision aids; Family medicine; Nursing; Alternative medicine; Viral load; Pathology","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":[0.03620926,0.002861413,0.00273187,0.003030931,0.004728178,0.0023937,0.003786806,0.003070019,0.08899093],"category_scores_gemma":[0.02178621,0.002437126,0.003365573,0.002199382,0.002226822,0.002165193,0.003291484,0.004835115,0.01024608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006321333,"about_ca_system_score_gemma":0.03532496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006217862,"about_ca_topic_score_gemma":0.01286096,"domain_scores_codex":[0.9863215,0.008421153,0.001653629,0.0007479282,0.001365883,0.001489915],"domain_scores_gemma":[0.9862711,0.004023878,0.001215171,0.001704132,0.005422934,0.001362842],"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":[0.08605788,0.1330999,0.01107475,0.04286776,0.0006714725,0.001816673,0.01345101,0.008684008,0.009923593,0.0146183,0.1010107,0.5767239],"study_design_scores_gemma":[0.2107462,0.08495949,0.04270858,0.02938014,0.001052482,0.000561341,0.01185124,0.006221192,0.01253516,0.008329748,0.5909094,0.0007451937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002054216,0.00005616944,0.001477809,0.00007988192,0.00003750995,0.9943335,0.0007862422,0.0000261425,0.001148528],"genre_scores_gemma":[0.0007578609,0.00008816726,0.00393291,0.00003612464,0.000005419034,0.9946048,0.0001930061,0.000002856342,0.0003788696],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08899093,"threshold_uncertainty_score":0.2977043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2342439637794688,"score_gpt":0.5206066646689255,"score_spread":0.2863627008894566,"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."}}