{"id":"W4250670446","doi":"10.1097/00126334-200309011-00001","title":"Introduction","year":2003,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Providence Health Care","funders":"","keywords":"Nevirapine; Medicine; Human immunodeficiency virus (HIV); Family medicine; Pharmacology; Antiretroviral therapy; Viral load","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007756611,0.0009962583,0.0007865634,0.001203221,0.001169487,0.003913305,0.001597004,0.002453705,0.6388512],"category_scores_gemma":[0.004147898,0.0002991328,0.0008300561,0.0009530875,0.0003878435,0.002313591,0.002265963,0.001959547,0.4281562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124581,"about_ca_system_score_gemma":0.001941502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002137367,"about_ca_topic_score_gemma":0.003215969,"domain_scores_codex":[0.9992363,0.0001019761,0.00005804098,0.0001483081,0.0003787937,0.00007663214],"domain_scores_gemma":[0.998525,0.0002410463,0.00006240956,0.0001642499,0.000712986,0.0002944342],"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":[0.00002864122,0.00002936055,0.00009615668,0.0001666357,0.000003669059,0.00007166225,0.00003869093,0.00002745302,0.0001677479,0.002264139,0.9083787,0.0887273],"study_design_scores_gemma":[0.000003684786,0.0000108458,0.0001150285,0.0000931795,0.000001515077,0.00009788064,0.00002556724,0.000009589463,0.00003473926,0.0004945244,0.9991109,0.000002558521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008132241,0.01464468,0.002984058,0.02035838,0.08185576,0.0003618237,0.006267306,0.001633832,0.8710809],"genre_scores_gemma":[0.003313931,0.01067397,0.002348906,0.01094989,0.01501152,0.0002094957,0.00615526,0.0005968399,0.9507402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3611488,"threshold_uncertainty_score":0.5151349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314288669083182,"score_gpt":0.2537863692134941,"score_spread":0.2406434825226622,"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."}}