{"id":"W4376523886","doi":"10.2196/40470","title":"Delivery of the HIV Service and Telemedicine Through Effective Patient-Reported Outcomes (+STEP) Intervention to Increase Screening and Treatment of Mental Health and Substance Use Disorders for People Living With HIV in Alabama: Protocol for an Effectiveness-Implementation Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Medicine; Psychological intervention; Mental health; Intervention (counseling); Telepsychiatry; Motivational interviewing; Service delivery framework; mHealth; Best practice; Implementation research; Health care; Nursing; Psychiatry; Service (business)","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":[0.03991791,0.003229284,0.003686206,0.002376997,0.004990541,0.002439941,0.004238173,0.004276876,0.04755808],"category_scores_gemma":[0.02409924,0.002482365,0.004357741,0.002012852,0.002879291,0.002683999,0.003228601,0.006075339,0.006364264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008408719,"about_ca_system_score_gemma":0.04108492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008849932,"about_ca_topic_score_gemma":0.01452569,"domain_scores_codex":[0.976115,0.01571672,0.002921694,0.001347151,0.00177333,0.00212591],"domain_scores_gemma":[0.9837118,0.003721321,0.002523696,0.002067627,0.005536619,0.002438872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3015454,0.1752713,0.01042962,0.05283199,0.001782743,0.001443201,0.009076965,0.007525707,0.00839647,0.01143011,0.05909661,0.3611699],"study_design_scores_gemma":[0.5801654,0.165194,0.0384471,0.02096364,0.001826301,0.0002906916,0.006307516,0.003964848,0.008189613,0.007620167,0.1664168,0.0006138941],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001771593,0.00004108822,0.000664053,0.00008393917,0.00003565074,0.9964469,0.0005129429,0.00002011725,0.0004237013],"genre_scores_gemma":[0.0008280826,0.0000412905,0.001865095,0.00004118636,0.000004312058,0.9970131,0.00007287315,0.000001155107,0.0001330409],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04755808,"threshold_uncertainty_score":0.2111086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145973655577853,"score_gpt":0.5398619303085385,"score_spread":0.3938882747306854,"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."}}