{"id":"W3016034466","doi":"10.1093/cid/ciz713","title":"Reply to Hughes et al","year":2019,"lang":"fr","type":"letter","venue":"Clinical Infectious Diseases","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Joseph's Health Centre; University of Toronto; Public Health Ontario","funders":"","keywords":"Philosophy; Psychology","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":[0.006176252,0.001557449,0.002367875,0.001707072,0.01034169,0.009585693,0.00383882,0.1629046,0.01842269],"category_scores_gemma":[0.05227717,0.002002902,0.002359922,0.001251205,0.005500664,0.004501326,0.004370573,0.06885091,0.01344472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010868,"about_ca_system_score_gemma":0.009918763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01715567,"about_ca_topic_score_gemma":0.02641007,"domain_scores_codex":[0.9920707,0.001573369,0.000661194,0.001265783,0.001862464,0.002566421],"domain_scores_gemma":[0.9830984,0.008107163,0.001448401,0.0006783152,0.002655806,0.004011752],"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":[0.00001892739,0.000006262065,0.0001659542,0.00002022918,0.000009250338,0.0007340157,0.0001027598,0.00001807949,0.00003682491,0.0008393342,0.9969115,0.001136954],"study_design_scores_gemma":[0.0001581705,0.00005876392,0.001476291,0.0005263434,0.00006406692,0.001766572,0.0008432726,0.0002270562,0.0001986533,0.006452059,0.9880972,0.0001316499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001793455,0.001018276,0.00002727502,0.9622168,0.0342061,0.000008105007,0.00003324589,0.00001811552,0.002292713],"genre_scores_gemma":[0.00149602,0.0003402151,0.00003575661,0.9614641,0.03179064,0.00001927492,0.00001614641,0.00001534423,0.004822517],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1629046,"threshold_uncertainty_score":0.07334393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527407653065581,"score_gpt":0.4043720759157353,"score_spread":0.3516313106091772,"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."}}