{"id":"W2911384374","doi":"10.2196/10688","title":"Implementing Web-Based Interventions in HIV Primary Care Clinics: Pilot Implementation Evaluation of Positive Health Check","year":2019,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; RTI International","keywords":"Psychological intervention; Medicine; Workflow; Intervention (counseling); Nursing; Human immunodeficiency virus (HIV); Family medicine","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":[0.01677305,0.001245675,0.0007532,0.001026272,0.002065727,0.001378735,0.002086229,0.001687387,0.003076809],"category_scores_gemma":[0.01833388,0.001010156,0.001265027,0.0006346082,0.001488132,0.001122022,0.001846198,0.001690243,0.0003562477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867915,"about_ca_system_score_gemma":0.006964304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009195962,"about_ca_topic_score_gemma":0.01578682,"domain_scores_codex":[0.990603,0.005825286,0.0006103107,0.0005025608,0.000949072,0.001509886],"domain_scores_gemma":[0.98451,0.008671462,0.001423739,0.001146599,0.002049195,0.002199118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0161904,0.5353765,0.05604192,0.003473878,0.0006128631,0.001641809,0.01944068,0.004108252,0.009774312,0.0003802078,0.002345311,0.3506139],"study_design_scores_gemma":[0.04102377,0.6845306,0.2448792,0.0007066253,0.0007995569,0.0003719427,0.01040845,0.005075376,0.008296888,0.0003540255,0.003404472,0.0001490989],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839051,0.0000714624,0.0008643167,0.0001352352,0.00002509365,0.01392099,0.0001579029,0.00009970478,0.0008202415],"genre_scores_gemma":[0.9583873,0.0003430159,0.01794176,0.0003547279,0.00006077621,0.02183742,0.000325206,0.00002005956,0.0007296774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01677305,"threshold_uncertainty_score":0.08870542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584183592657941,"score_gpt":0.5612535505062298,"score_spread":0.4028351912404358,"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."}}