{"id":"W2314841159","doi":"10.1097/00002030-200203290-00015","title":"To stop or not to stop: That is the question, but what is the answer?","year":2002,"lang":"en","type":"letter","venue":"AIDS","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Intensive care medicine; Medicine; Regimen; Adverse effect; Population; Ritonavir; Context (archaeology); Antiretroviral therapy; Human immunodeficiency virus (HIV); Immunology; Internal medicine; Viral load","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003530374,0.0005632782,0.0006036827,0.0002222135,0.0002831114,0.000230934,0.000506401,0.0004240712,0.002821921],"category_scores_gemma":[0.00007585764,0.0002638139,0.0002433617,0.0004529788,0.00008405495,0.0001468053,0.0001549549,0.0009177798,0.004456845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002806636,"about_ca_system_score_gemma":0.0001529794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001300647,"about_ca_topic_score_gemma":0.00001544038,"domain_scores_codex":[0.9972387,0.0001445841,0.0003621307,0.0006823156,0.0009933134,0.0005789823],"domain_scores_gemma":[0.9979155,0.0003353728,0.0001053585,0.001303402,0.0001625545,0.0001778323],"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":[0.00007773976,0.00004834146,0.001144487,0.00004573938,0.0004335918,0.0003706962,0.007674285,2.753325e-7,0.000008625436,0.00002224255,0.9647391,0.02543488],"study_design_scores_gemma":[0.0005761086,0.0002994944,0.001506581,0.0005641481,0.0005479329,0.00007356413,0.0009609151,0.000002985878,0.001218797,0.00003099787,0.9938613,0.0003572219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007233334,0.0008382266,0.0001043675,0.98739,0.00103082,0.001695316,0.00006922461,0.0001011451,0.00153755],"genre_scores_gemma":[0.001985038,0.0004824341,0.0007397532,0.5931611,0.001546573,0.0001989975,0.00008883955,0.00006394077,0.4017333],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4001957,"threshold_uncertainty_score":0.9999814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457952150366461,"score_gpt":0.2971374671794884,"score_spread":0.2625579456758237,"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."}}