{"id":"W2006674154","doi":"10.1310/hct1302-111","title":"Impact of Baseline Virologic, Immunologic, and Demographic Characteristics on Virologic Responses in the Gemini Study","year":2012,"lang":"en","type":"article","venue":"HIV Clinical Trials","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Division of Chemistry","keywords":"Medicine; Baseline (sea); Immunology; Internal 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":[0.01105468,0.0006218209,0.001191755,0.0002348018,0.0002534894,0.0006467713,0.0003395715,0.0003994335,0.001012673],"category_scores_gemma":[0.00655173,0.0001978398,0.001317451,0.0002974393,0.0002339114,0.0004875617,0.0003078866,0.0007908055,0.0001289738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913212,"about_ca_system_score_gemma":0.0004493817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004512042,"about_ca_topic_score_gemma":0.001245831,"domain_scores_codex":[0.9940454,0.004951118,0.0001567726,0.0003144932,0.0003393746,0.0001927948],"domain_scores_gemma":[0.9958047,0.002253143,0.0008724002,0.0004651678,0.0002105285,0.0003941297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.345444,0.001539657,0.5725144,0.0006802976,0.006423212,0.0001967739,0.000375031,0.001097113,0.006242461,0.000145952,0.001714654,0.06362651],"study_design_scores_gemma":[0.00515812,0.03544767,0.9461756,0.00007514674,0.004489841,0.0002481732,0.0002192733,0.002818261,0.002595551,0.0001261315,0.002614793,0.0000314305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968584,0.001917515,0.0002105171,0.0001452865,0.0000232171,0.00005583703,0.0002114136,0.00001746073,0.0005604631],"genre_scores_gemma":[0.9991008,0.0001460975,0.0002185137,0.00007426328,0.00003247139,0.00002964358,0.0002006075,0.000006239152,0.0001914465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01105468,"threshold_uncertainty_score":0.05846345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2652432090282322,"score_gpt":0.4965311565393695,"score_spread":0.2312879475111373,"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."}}