{"id":"W2314718629","doi":"10.1097/qai.0000000000000932","title":"Critical Review","year":2016,"lang":"en","type":"review","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine","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":[0.001725697,0.001431618,0.002307523,0.005489236,0.0007517726,0.002477261,0.002267679,0.002522474,0.04267943],"category_scores_gemma":[0.009446324,0.0004044105,0.001876987,0.00321025,0.000821128,0.002628812,0.001428037,0.002592954,0.01021505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755437,"about_ca_system_score_gemma":0.006662112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001691392,"about_ca_topic_score_gemma":0.002193457,"domain_scores_codex":[0.9988097,0.0002603485,0.000309666,0.0001589152,0.0003732145,0.00008821838],"domain_scores_gemma":[0.9951968,0.002398139,0.0006914117,0.0001539172,0.001344492,0.0002152769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001663513,0.00007466062,0.0002023655,0.145042,0.0003160623,0.0006312311,0.0001734526,0.0002404153,0.0003234572,0.003836933,0.2812307,0.5677623],"study_design_scores_gemma":[0.00004243241,0.00006895083,0.000424849,0.08118767,0.0004579341,0.00201206,0.000121373,0.00003577709,0.0001114451,0.002094167,0.9134172,0.00002599703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000102385,0.9876581,0.0002066069,0.002932547,0.004404251,0.0001182387,0.000190939,0.00002428007,0.004362606],"genre_scores_gemma":[0.0009770745,0.9899012,0.0004661013,0.003354384,0.002789038,0.000125382,0.0002509775,0.000009638336,0.002126231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04267943,"threshold_uncertainty_score":0.1427769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05318021236078992,"score_gpt":0.3634200459084447,"score_spread":0.3102398335476548,"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."}}