{"id":"W2553077756","doi":"10.5588/ijtld.16.0550-2","title":"In reply 1","year":2016,"lang":"en","type":"letter","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Centre for Disease Control","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001297308,0.0001815867,0.0003607016,0.0002295483,0.0001342243,0.00002398523,0.0005902525,0.0002709125,0.0005260345],"category_scores_gemma":[0.0002718001,0.00009374173,0.0001776292,0.00004007616,0.00005407438,0.000150915,0.0001374464,0.002090413,0.00003840786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003294979,"about_ca_system_score_gemma":0.0005446689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003042133,"about_ca_topic_score_gemma":0.00004617298,"domain_scores_codex":[0.9970976,0.0006674535,0.0009846315,0.000179445,0.0007607648,0.0003101339],"domain_scores_gemma":[0.9974898,0.0008037484,0.0007608137,0.0002457537,0.0005418031,0.0001580583],"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":[0.0001185616,0.00001351121,0.005308805,0.0002706876,0.0001901305,0.0007522888,0.0006084308,3.180336e-7,0.000003748777,0.0002086983,0.9909031,0.001621745],"study_design_scores_gemma":[0.0005437236,0.00001963295,0.006682368,0.002706896,0.00006589906,0.00003125571,0.0002467084,0.0000131338,4.459643e-7,0.0013998,0.988175,0.0001151402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01015699,0.006019487,0.000006884495,0.9785302,0.003806132,0.0002486616,0.0001172934,0.000006056164,0.00110826],"genre_scores_gemma":[0.04864776,0.004634035,0.000006328724,0.9137728,0.02857511,0.00003582901,0.0000109025,0.00003714239,0.004280053],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0647574,"threshold_uncertainty_score":0.908192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04231044956270293,"score_gpt":0.4100461183253774,"score_spread":0.3677356687626744,"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."}}