{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009146539,0.001282886,0.004316399,0.0008243282,0.001252365,0.0019097,0.001141159,0.004616011,0.01439073],"category_scores_gemma":[0.02839456,0.0008144473,0.003772178,0.001087965,0.001662673,0.002674377,0.001389157,0.004307867,0.001017299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274999,"about_ca_system_score_gemma":0.0042931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002193185,"about_ca_topic_score_gemma":0.002951687,"domain_scores_codex":[0.9887189,0.009076636,0.0007479261,0.0005954707,0.0004259304,0.0004351561],"domain_scores_gemma":[0.9883377,0.007339705,0.00184181,0.0004713188,0.0004374024,0.001572083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9240212,0.01101823,0.001241024,0.01099498,0.005139625,0.0002240175,0.0002801568,0.0004686363,0.0004882973,0.001023022,0.004643253,0.0404576],"study_design_scores_gemma":[0.9663343,0.02641354,0.001120732,0.001306431,0.001932388,0.00004747945,0.0001047274,0.000438132,0.00006672307,0.0007913933,0.00141589,0.00002828308],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7923807,0.08192876,0.006403313,0.03283874,0.009674801,0.05847141,0.003389964,0.0004602102,0.01445216],"genre_scores_gemma":[0.9241449,0.01224472,0.01028002,0.009262738,0.002107906,0.03914697,0.0006887301,0.00003333011,0.002090697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01439073,"threshold_uncertainty_score":0.04837209,"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."}}