{"id":"W4404351464","doi":"10.2196/59562","title":"Simplified Medication Adherence Questionnaire (SMAQ) for People Living With HIV in a National Hospital in Mexico: Instrument Validation Study","year":2024,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Medication adherence; Human immunodeficiency virus (HIV); Medicine; Family medicine; Gerontology; Internal medicine; World Wide Web; Computer science","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":[0.002707559,0.0002412257,0.0003583731,0.0008351472,0.0005262528,0.0004331888,0.0003947105,0.000297838,0.001143767],"category_scores_gemma":[0.004110956,0.0001767278,0.0005009503,0.0007495107,0.0001972858,0.0002763481,0.0006072197,0.0004686681,0.0001124122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007057976,"about_ca_system_score_gemma":0.001086021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008278626,"about_ca_topic_score_gemma":0.01092693,"domain_scores_codex":[0.9992948,0.000285358,0.0001107396,0.00007321614,0.0001698768,0.00006600891],"domain_scores_gemma":[0.9982656,0.0004374632,0.0006608248,0.0000950837,0.000376796,0.0001643421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009318243,0.0003104727,0.989188,0.00006993966,0.00007496834,0.00005251157,0.000729082,0.00006596359,0.0002402912,0.00003460769,0.000377668,0.008763251],"study_design_scores_gemma":[0.00003075757,0.0002403309,0.9983196,0.00002739481,0.00003161551,0.00006850626,0.0006090429,0.000218362,0.00004310762,0.000009509958,0.0003987664,0.000003025888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980243,0.0001332158,0.0002503358,0.0001031963,0.000006711925,0.0002843147,0.0006480869,0.000006311287,0.0005436054],"genre_scores_gemma":[0.9949708,0.0002596834,0.002233131,0.00008929089,0.00001393672,0.000695688,0.001417466,0.000002717628,0.0003172264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008278626,"threshold_uncertainty_score":0.0164609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05910541084866919,"score_gpt":0.4743181321239971,"score_spread":0.4152127212753279,"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."}}