{"id":"W2763099331","doi":"10.1016/j.jinf.2016.06.003","title":"Preface","year":2016,"lang":"en","type":"editorial","venue":"Journal of Infection","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Medical Research Council","keywords":"Philosophy","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":[0.007763096,0.003450461,0.003292404,0.00900619,0.00423794,0.008984668,0.002580908,0.01095655,0.07057755],"category_scores_gemma":[0.05356316,0.00106541,0.002908647,0.00342558,0.001964328,0.004305608,0.003631298,0.01598448,0.05115719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003808962,"about_ca_system_score_gemma":0.004756636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002767046,"about_ca_topic_score_gemma":0.006564554,"domain_scores_codex":[0.9944918,0.001057288,0.0008985181,0.0006030378,0.00250797,0.0004414063],"domain_scores_gemma":[0.963816,0.01095458,0.003455514,0.00138771,0.0154801,0.004906062],"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":[0.00001036944,0.000005391541,0.00001190489,0.000122369,0.000004124812,0.00004600373,0.000008219574,0.000008063568,0.00001760894,0.0001103575,0.996659,0.002996625],"study_design_scores_gemma":[0.0000298792,0.00001286019,0.0001363014,0.0006217364,0.00001648933,0.0001531243,0.00002823518,0.00003032765,0.00003485173,0.0007011518,0.9982234,0.00001166314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001567149,0.003994204,0.00007134493,0.02069393,0.9725323,0.00003077774,0.00007376145,0.00003562275,0.002552352],"genre_scores_gemma":[0.0002138603,0.003564999,0.0001028182,0.02571438,0.9523485,0.0000749086,0.00009198804,0.00006463408,0.01782393],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07057755,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02659194574687453,"score_gpt":0.4480391773473227,"score_spread":0.4214472316004482,"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."}}