{"id":"W4210416276","doi":"10.2196/26891","title":"An Android-Based Mobile App (ARVPredictor) for the Detection of HIV Drug-Resistance Mutations and Treatment at the Point of Care: Development Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Android (operating system); Point of care; Internet privacy; License; World Wide Web; Health care; Computer science; Medicine; Nursing; Operating system","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":[0.001371071,0.0006008748,0.0003544624,0.0005951792,0.0003152424,0.0004808362,0.0006906389,0.0006204749,0.006095863],"category_scores_gemma":[0.002135084,0.0002246146,0.0003952753,0.0001893511,0.0002958725,0.0006630986,0.0007358154,0.0005337511,0.002514709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077654,"about_ca_system_score_gemma":0.0008278413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747874,"about_ca_topic_score_gemma":0.002396289,"domain_scores_codex":[0.999379,0.0001942903,0.00003937486,0.00008547619,0.0002072707,0.00009449429],"domain_scores_gemma":[0.9990389,0.0003866982,0.00005628716,0.00004267434,0.0003463013,0.0001291105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002096668,0.01037517,0.05638836,0.005162049,0.0001563799,0.004638076,0.004771538,0.001161303,0.03774346,0.002378364,0.06461035,0.8105182],"study_design_scores_gemma":[0.003079825,0.08015777,0.3139912,0.002484487,0.001315539,0.02827465,0.009036812,0.01963683,0.08844965,0.001501514,0.4514603,0.0006114219],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9100181,0.003540609,0.02240102,0.001234768,0.0003313933,0.017316,0.006548028,0.001877157,0.03673286],"genre_scores_gemma":[0.8323066,0.006127434,0.09990235,0.001801961,0.0001099432,0.01305932,0.006782393,0.0003280447,0.03958197],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006095863,"threshold_uncertainty_score":0.02039266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574494235178019,"score_gpt":0.3573322314082693,"score_spread":0.331587289056489,"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."}}