{"id":"W6939674045","doi":"10.6084/m9.figshare.26555456","title":"Additional file 1 of Virological failure among people living with HIV receiving second-line antiretroviral therapy in Pune, India","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Antiretroviral therapy; Human immunodeficiency virus (HIV); Expanded access; Sida; Population; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008541372,0.0006224597,0.0007992735,0.001923578,0.0007689217,0.000777623,0.001331636,0.0006326718,0.6743258],"category_scores_gemma":[0.0174727,0.0003092165,0.0005617606,0.004660471,0.0001728054,0.001445247,0.0006924985,0.0008476441,0.04425913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008643059,"about_ca_system_score_gemma":0.001626125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01753298,"about_ca_topic_score_gemma":0.01954421,"domain_scores_codex":[0.9992672,0.0001288612,0.0001942474,0.000148597,0.0001343904,0.000126741],"domain_scores_gemma":[0.9909829,0.004829254,0.001595984,0.0004528385,0.001789234,0.0003496771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002713196,0.0001173532,0.01214243,0.00286086,0.0000505518,0.00009921812,0.0001400706,0.0002889143,0.00004659333,0.0005669789,0.9749452,0.00847051],"study_design_scores_gemma":[0.006449708,0.001036381,0.3861856,0.01550796,0.0005134075,0.001826103,0.003621667,0.003723069,0.0008487341,0.007601121,0.5723913,0.0002949601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006751298,0.0000228517,0.00005511664,0.000102936,0.00001353188,0.00009518418,0.9979243,0.00002971342,0.00108131],"genre_scores_gemma":[0.03846046,0.0004118319,0.001631406,0.0007773038,0.0001758151,0.003310429,0.9440908,0.0001366276,0.01100532],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6743258,"threshold_uncertainty_score":0.4645346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390159298420645,"score_gpt":0.252961105305159,"score_spread":0.2390595123209525,"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."}}