{"id":"W4413731597","doi":"10.64628/aam.33dsdsdkt","title":"What you need to know about HIV/AIDS today","year":2018,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Need to know; Human immunodeficiency virus (HIV); Virology; Computer science; Medicine; Computer security","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":[0.00280261,0.0003949491,0.0007485746,0.001273939,0.001903609,0.005655796,0.0003441948,0.002700917,0.08983393],"category_scores_gemma":[0.02337783,0.0002557356,0.000426819,0.001174732,0.002122273,0.007716317,0.001177514,0.003641956,0.02202607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297001,"about_ca_system_score_gemma":0.00325204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002803357,"about_ca_topic_score_gemma":0.003937105,"domain_scores_codex":[0.9984007,0.0006010857,0.00007137874,0.0001004432,0.0006542643,0.0001720681],"domain_scores_gemma":[0.9902221,0.004508938,0.0004432507,0.0007750927,0.002321874,0.001728709],"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":[0.00005508327,0.00007143644,0.002513074,0.0006455379,0.00004494629,0.0002323094,0.002267049,0.00006503685,0.0001897277,0.03085073,0.8251129,0.1379523],"study_design_scores_gemma":[0.00001901258,0.00002629666,0.003523968,0.001174154,0.00003937162,0.0005525258,0.004631437,0.000129995,0.0002637996,0.07015807,0.9194549,0.00002642129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006703274,0.04342212,0.002347044,0.7148346,0.04624776,0.00004079866,0.002267439,0.0003795582,0.1837574],"genre_scores_gemma":[0.2143813,0.1466241,0.009382783,0.1784485,0.08595636,0.0002046592,0.003782232,0.0008706104,0.3603496],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08983393,"threshold_uncertainty_score":0.3005244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835609984901665,"score_gpt":0.3564546744613349,"score_spread":0.3280985746123183,"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."}}