{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001507093,0.0001706862,0.0004603422,0.0003269391,0.0003632172,0.000007323578,0.0001143845,0.001207551,0.000505916],"category_scores_gemma":[0.005790622,0.0001034214,0.0002304889,0.0001242432,0.0000241883,0.0001998712,0.00003735533,0.002115327,0.0004322257],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000593558,"about_ca_system_score_gemma":0.005758083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004953114,"about_ca_topic_score_gemma":0.00001168666,"domain_scores_codex":[0.9969414,0.0007060997,0.001160311,0.0001247802,0.0006995689,0.000367795],"domain_scores_gemma":[0.9940239,0.001843719,0.002320533,0.0001638454,0.001361923,0.0002860796],"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":[0.0001327335,0.00003865981,0.005243718,0.0006209912,0.00003335002,0.00001069738,0.00002645013,7.928388e-7,0.00000830268,0.000003534649,0.9913091,0.002571669],"study_design_scores_gemma":[0.0009328763,0.0002777145,0.00248276,0.0007936423,0.00009551481,0.000001766895,0.000008806431,1.646164e-7,0.000001766777,0.0001394341,0.9951606,0.0001049249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.006630804,0.001081239,0.0002463695,0.0001342819,0.9886912,0.0002305446,0.00007430161,0.00003139552,0.002879825],"genre_scores_gemma":[0.000471604,0.004120948,0.00001477088,0.0001730819,0.9921136,0.00001344377,0.000007512556,0.00003078922,0.003054265],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0061592,"threshold_uncertainty_score":0.9998783,"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."}}