{"id":"W4239617350","doi":"10.1097/00019048-200205000-00001","title":"IDCP SNAPSHOTS","year":2002,"lang":"en","type":"article","venue":"Infectious Diseases in Clinical Practice","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Viral load; Asymptomatic; Observational study; Antiretroviral therapy; Infectivity; Internal medicine; Human immunodeficiency virus (HIV); Immunology; Virus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005096904,0.0001467967,0.000273427,0.00009625442,0.0001322111,0.00002919977,0.000160798,0.0002144603,0.004938504],"category_scores_gemma":[0.0112876,0.0001271534,0.0001684996,0.000217161,0.0002721389,0.0002947072,0.00009248112,0.0006638766,0.01859818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007477489,"about_ca_system_score_gemma":0.0000476017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001338872,"about_ca_topic_score_gemma":0.00005183764,"domain_scores_codex":[0.9976029,0.0009985591,0.0005308433,0.0003820784,0.00006926387,0.0004163503],"domain_scores_gemma":[0.9940336,0.005256285,0.0001362528,0.0003848782,0.00008936253,0.00009967119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000431542,0.01157266,0.7524189,0.00002090496,0.0005703942,0.0007032878,0.000102925,0.00001667542,0.00007502487,0.0008876876,0.0641626,0.1690374],"study_design_scores_gemma":[0.006808451,0.001368447,0.2987799,0.00003243458,0.0002110513,0.0002668013,0.00009909603,0.00002560671,0.000040228,0.000799533,0.6912426,0.0003259284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6638531,0.02248988,0.0001039036,0.004415988,0.003253081,0.0009736074,0.0001958844,0.0004215892,0.304293],"genre_scores_gemma":[0.9957448,0.001664021,0.00002495926,0.0009796263,0.00009386715,0.00006170254,0.00005678491,0.00001428714,0.001359934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.62708,"threshold_uncertainty_score":0.9970407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05426431282333323,"score_gpt":0.4070428187029521,"score_spread":0.3527785058796189,"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."}}