{"id":"W2015215132","doi":"10.1310/hct1001-63","title":"HIV Essentials By Paul E. Sax, Calvin J. Cohen, and Daniel R. Kuritzkes. Jones & Bartlett Publishers, 2008, 200 pp","year":2009,"lang":"en","type":"article","venue":"HIV Clinical Trials","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Classics; Family medicine; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005409958,0.0003736867,0.001891731,0.0001228658,0.0002720317,0.0001702823,0.000204436,0.0005880783,0.001308981],"category_scores_gemma":[0.008085324,0.0002926823,0.0004073747,0.000356861,0.0002070092,0.0002673989,0.0000553885,0.0006242578,0.001097524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000630129,"about_ca_system_score_gemma":0.0002665367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005093336,"about_ca_topic_score_gemma":0.000009350326,"domain_scores_codex":[0.9939028,0.001212862,0.002938229,0.0008765096,0.0004561765,0.0006134202],"domain_scores_gemma":[0.9937727,0.003346402,0.0006810937,0.0009946804,0.0002494402,0.0009556456],"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":[0.0003433816,0.001191041,0.0118486,0.00003444354,0.0002058977,0.00002894452,0.00003623305,5.816222e-7,0.0003407924,0.0001790163,0.9778427,0.007948349],"study_design_scores_gemma":[0.01089897,0.0004363888,0.02002648,0.0002250119,0.0006542772,0.00005036267,0.00003269079,0.00005197126,0.00007273183,0.001200943,0.9660337,0.0003164549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3344896,0.07083891,0.004610085,0.5155104,0.005570014,0.01348174,0.002725302,0.001453917,0.05132004],"genre_scores_gemma":[0.5610707,0.04164172,0.01863281,0.0453798,0.008601489,0.0006204608,0.008786954,0.0003728948,0.3148932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4701307,"threshold_uncertainty_score":0.9999526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1527906471076678,"score_gpt":0.4609805497283389,"score_spread":0.308189902620671,"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."}}