{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001098364,0.000827216,0.0009021354,0.002780159,0.001658435,0.006639713,0.001878641,0.002024574,0.8540617],"category_scores_gemma":[0.0061792,0.0006024512,0.0005951072,0.002984928,0.000310416,0.002967609,0.002966705,0.001931401,0.7627671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539186,"about_ca_system_score_gemma":0.002058496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0066903,"about_ca_topic_score_gemma":0.008646614,"domain_scores_codex":[0.9991364,0.0001371495,0.00007696768,0.0001575869,0.0003713891,0.0001205911],"domain_scores_gemma":[0.9975682,0.0002799382,0.0001165873,0.0004003286,0.001006119,0.0006288112],"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":[0.00004410709,0.00001658045,0.0001342388,0.00006847832,0.000002242617,0.00003107473,0.00001990719,0.00001287424,0.00004119302,0.001434879,0.967375,0.03081934],"study_design_scores_gemma":[0.00001012833,0.000003102469,0.0001948156,0.00003608934,0.000001053481,0.00002297998,0.0000192263,0.0000163408,0.00002438748,0.0002981852,0.9993711,0.000002634793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005845027,0.000890696,0.001021676,0.004492917,0.003638587,0.0002689842,0.05952369,0.006192527,0.9233865],"genre_scores_gemma":[0.003575779,0.001124178,0.001564923,0.003676413,0.000969597,0.0002818762,0.05743514,0.00292998,0.9284421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8540617,"threshold_uncertainty_score":0.2081631,"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."}}