{"id":"W2212833559","doi":"10.1155/2007/761872","title":"The Clinical Cost of Delays in Switching Therapy","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Salvage therapy; Regimen; Medicine; Human immunodeficiency virus (HIV); Intensive care medicine; Immunology; Surgery; Chemotherapy","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":[],"consensus_categories":[],"category_scores_codex":[0.006583298,0.0005501487,0.0006376095,0.001057069,0.001290577,0.002601481,0.001385051,0.002354811,0.05052719],"category_scores_gemma":[0.03830516,0.0003595512,0.001080973,0.0007469036,0.001137151,0.002013914,0.002245372,0.004653436,0.005802158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00402989,"about_ca_system_score_gemma":0.004705388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00478066,"about_ca_topic_score_gemma":0.004619961,"domain_scores_codex":[0.9951857,0.002257619,0.0002708915,0.0002861915,0.001409971,0.0005896686],"domain_scores_gemma":[0.9767658,0.01065661,0.002523269,0.001459376,0.002173753,0.006421186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001529899,0.0007688743,0.01506646,0.0007154105,0.0002072573,0.003189284,0.0004652792,0.002246938,0.001359007,0.02148197,0.1095199,0.8434498],"study_design_scores_gemma":[0.001310297,0.008295824,0.1123115,0.004679456,0.0009815242,0.05620094,0.00474276,0.00662751,0.002511714,0.1013981,0.7006552,0.0002851774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1741273,0.1180259,0.02226188,0.4129142,0.01398234,0.0007202204,0.001072452,0.001264061,0.2556316],"genre_scores_gemma":[0.8598489,0.03797261,0.01506307,0.04930163,0.01028072,0.0003891863,0.0007281012,0.0002849964,0.02613075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05052719,"threshold_uncertainty_score":0.1690302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0136221124566308,"score_gpt":0.3037551156315201,"score_spread":0.2901330031748893,"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."}}