{"id":"W4247168396","doi":"10.1007/978-3-0348-7869-2_7","title":"Salvage therapy","year":2004,"lang":"en","type":"book-chapter","venue":"Birkhäuser Basel eBooks","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Viral load; Antiretroviral therapy; Medicine; Human immunodeficiency virus (HIV); Salvage therapy; Immunology; Internal medicine; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001390937,0.0007496676,0.0008262784,0.0003491153,0.0001218856,0.00003734875,0.000166226,0.0005162499,0.003369243],"category_scores_gemma":[0.000008223027,0.0005972973,0.000442406,0.0000187749,0.0001399756,0.00002954803,0.00006487167,0.0004952332,0.002564819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003567876,"about_ca_system_score_gemma":0.0008134941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001449833,"about_ca_topic_score_gemma":0.00001542665,"domain_scores_codex":[0.9977761,0.00001349338,0.0004981097,0.0006764393,0.0005988306,0.0004370643],"domain_scores_gemma":[0.9985381,0.00004980794,0.0001807006,0.0007895711,0.0001207175,0.0003210828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002053866,0.0009021127,0.001307914,0.0008790778,0.0076269,0.01084008,0.004209375,0.000001507256,0.001265256,0.5597937,0.1453426,0.2657777],"study_design_scores_gemma":[0.004347792,0.0002036782,0.0001876071,0.000828255,0.0003256529,0.00008250852,0.00001057643,0.000001096159,0.002193647,0.01032757,0.980816,0.0006756019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00049237,0.001247463,0.00002670136,0.001047784,0.0002691372,0.001254902,0.00005015512,0.000388798,0.9952227],"genre_scores_gemma":[0.005221685,0.000450242,0.001401984,0.001609242,0.0004525293,0.00007488288,0.0002520067,0.0002647939,0.9902726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8354735,"threshold_uncertainty_score":0.9996479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03055534520123489,"score_gpt":0.249823476758564,"score_spread":0.2192681315573291,"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."}}