{"id":"W2335501781","doi":"10.1097/00002030-200112070-00025","title":"A compromise strategy for patients with multiple drug failure","year":2001,"lang":"en","type":"letter","venue":"AIDS","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Regimen; Intensive care medicine; Drug; Drug resistance; Medicine; Clinical equipoise; Modalities; Clinical trial; Internal medicine; Biology; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004831572,0.0004290538,0.0006036941,0.0001607817,0.00008827949,0.00003294493,0.0001134557,0.0003223909,0.0002048796],"category_scores_gemma":[0.00001977387,0.0002925573,0.0001535725,0.0001409475,0.00005086832,0.00005749428,0.0000252136,0.0005304235,0.0001257254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927156,"about_ca_system_score_gemma":0.000155648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003026822,"about_ca_topic_score_gemma":0.00002298602,"domain_scores_codex":[0.998375,0.00002481123,0.0002698726,0.0004772426,0.0004001467,0.0004529261],"domain_scores_gemma":[0.9990993,0.0001253856,0.0001244035,0.000372069,0.0001758194,0.0001030236],"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":[0.0001921365,0.0002594354,0.1193076,0.0002190088,0.000487947,0.0002483996,0.0001085714,5.243526e-7,0.000001039718,0.000003341127,0.8773928,0.001779261],"study_design_scores_gemma":[0.009634845,0.0005943189,0.002667148,0.0002886978,0.0005019249,0.00001147466,0.00005145762,0.00002171731,0.00003783708,0.00002513788,0.9857994,0.0003660406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2012501,0.0002635629,0.0004152491,0.7769282,0.0006028532,0.01146416,0.0008301179,0.000515949,0.007729753],"genre_scores_gemma":[0.1213396,0.00004247504,0.04160642,0.2439726,0.004351506,0.001887438,0.03620965,0.000493171,0.5500972],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5423674,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295208276717441,"score_gpt":0.2352596206551914,"score_spread":0.222307537888017,"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."}}