{"id":"W4392117760","doi":"10.15173/m.v1i31.1865","title":"The HIV Lifecycle","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004111209,0.00005185839,0.00006749464,0.00002461735,0.0003836803,0.00003214103,0.0002110603,0.00001814124,0.001732138],"category_scores_gemma":[0.000570102,0.00002219686,0.00008923863,0.0001323546,0.0003704751,0.00002533573,0.00004995648,0.0001491105,0.006389376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002709048,"about_ca_system_score_gemma":0.0001469373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003943398,"about_ca_topic_score_gemma":0.00003954412,"domain_scores_codex":[0.9993101,0.00006904657,0.0001043238,0.000084236,0.0001905871,0.0002416433],"domain_scores_gemma":[0.9991762,0.0001288145,0.00001982201,0.000440574,0.00008855214,0.000146042],"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":[0.00004557265,0.00007827357,0.0008789367,0.000006746494,0.00004474539,0.000001115789,0.0007456811,3.941949e-9,0.001718923,0.001487542,0.9774362,0.01755623],"study_design_scores_gemma":[0.000240526,0.0006569753,0.007087274,0.00004230841,0.00002484714,0.00002720999,0.001371273,0.0000975982,0.004635114,0.0004715213,0.9853063,0.00003906901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7258489,0.001020607,0.0001131725,0.1007457,0.0003964628,0.0004030021,0.000009327699,0.00005774301,0.1714051],"genre_scores_gemma":[0.7340133,0.00005192661,0.00005844963,0.0005235549,0.00125063,0.0000405852,0.000003452868,0.00001081922,0.2640473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1002221,"threshold_uncertainty_score":0.9991804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243758246405804,"score_gpt":0.3660534171438741,"score_spread":0.3416775925032937,"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."}}