{"id":"W2985519825","doi":"10.1111/all.14105","title":"Improving timely access to food allergy care: A pragmatic controlled trial","year":2019,"lang":"en","type":"letter","venue":"Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"National Health and Medical Research Council; State Government of Victoria; Royal Australasian College of Physicians; Murdoch Children's Research Institute; Children's Hospital Foundation; University of Melbourne; Medical Research Council; Children’s Hospital of Wisconsin Research Institute","keywords":"MEDLINE; Content (measure theory); Medicine; Medical education; Computer science; Psychology; Political science","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0003783296,0.0009385166,0.002403119,0.0009266511,0.0001950865,0.0003467536,0.00132798,0.001586223,0.001871637],"category_scores_gemma":[0.0009001507,0.0007771884,0.001008443,0.00056874,0.00009940298,0.0002230223,0.0006796899,0.002946606,0.001049081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003294458,"about_ca_system_score_gemma":0.001414231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003688695,"about_ca_topic_score_gemma":0.0004889223,"domain_scores_codex":[0.9937724,0.0003811064,0.001114557,0.00137983,0.001848236,0.001503909],"domain_scores_gemma":[0.9962662,0.0006870466,0.0004465666,0.001621083,0.0006042779,0.0003748093],"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":[0.06266534,0.0001875162,6.654057e-7,0.0008270598,0.00344418,0.0006191086,0.0002311948,0.0000273374,0.0001824547,0.00004856111,0.927164,0.004602591],"study_design_scores_gemma":[0.1702408,0.006668144,0.00001349802,0.000364466,0.00003716688,0.00003191945,0.00004364852,0.0001299993,0.00006796649,0.00002545551,0.8217051,0.0006718545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005964082,0.004501745,0.000178734,0.9032754,0.004630588,0.01689189,0.0001441273,0.0004894329,0.06392396],"genre_scores_gemma":[0.01896097,0.0003503984,0.0004488333,0.8901516,0.01951251,0.003182631,0.0024163,0.0005843486,0.0643924],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1075755,"threshold_uncertainty_score":0.9997287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029342045612286,"score_gpt":0.3044477296822417,"score_spread":0.2751056840699557,"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."}}