{"id":"W2892970977","doi":"10.1002/cpcb.64","title":"Identification, Localization, and Quantification of HIV Reservoirs Using Microscopy","year":2018,"lang":"en","type":"article","venue":"Current Protocols in Cell Biology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute on Drug Abuse; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; National Institutes of Health","keywords":"Identification (biology); Microscopy; Human immunodeficiency virus (HIV); Computational biology; Biology; Virology; Medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065027,0.0005665715,0.0004260328,0.0009591413,0.00056707,0.0008612802,0.0009286033,0.001139856,0.0014909],"category_scores_gemma":[0.0006682057,0.0004911021,0.0003469186,0.0004733133,0.000632299,0.0009327218,0.0009973472,0.001462315,0.0007040644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007012358,"about_ca_system_score_gemma":0.0003672655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124815,"about_ca_topic_score_gemma":0.001548993,"domain_scores_codex":[0.9994045,0.0001067484,0.00003519512,0.0002007781,0.000148816,0.0001039451],"domain_scores_gemma":[0.9995571,0.0001573181,0.0000661393,0.00007840009,0.00009746671,0.00004354905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002346593,0.00002099887,0.0003826957,0.00009008864,0.000006702955,0.00004782364,0.00004121354,0.0003987216,0.99117,0.0009947598,0.00026473,0.006558731],"study_design_scores_gemma":[0.000008995699,0.00009592504,0.002572202,0.00003525995,0.00001928482,0.000352046,0.00005489307,0.02066886,0.9680343,0.0007220284,0.007403728,0.00003249393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3078094,0.009450177,0.6688445,0.0008835392,0.0002675212,0.0004076805,0.0006895551,0.002504907,0.009142739],"genre_scores_gemma":[0.4599157,0.007582225,0.5222352,0.0004739903,0.00007858375,0.0006139555,0.0006448398,0.000314068,0.00814154],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0014909,"threshold_uncertainty_score":0.00563246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06878351485136408,"score_gpt":0.4019485421221544,"score_spread":0.3331650272707903,"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."}}