{"id":"W2780843928","doi":"10.1111/cea.13073","title":"Welcome to 2018","year":2017,"lang":"en","type":"editorial","venue":"Clinical & Experimental Allergy","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atopic dermatitis; Exacerbation; Asthma; Allergy; Food allergy; Immunology; Atopy; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007430961,0.0006204892,0.001552036,0.0002063569,0.0003612064,0.0001527628,0.001170681,0.001855666,0.002607537],"category_scores_gemma":[0.002699143,0.0005355324,0.0009444671,0.0001171362,0.000591238,0.0001037383,0.001053196,0.002286868,0.004692267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002294991,"about_ca_system_score_gemma":0.0008284448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00019532,"about_ca_topic_score_gemma":0.00008517361,"domain_scores_codex":[0.9947198,0.0001718635,0.001155493,0.001382681,0.001695546,0.0008745948],"domain_scores_gemma":[0.9954225,0.0007224057,0.0002991294,0.001889428,0.0002768899,0.001389607],"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":[0.001482776,0.001360522,0.00001345528,0.00004646602,0.0006134475,0.0003610561,0.00004794207,2.771682e-7,0.0004184791,0.00005657346,0.9919018,0.003697186],"study_design_scores_gemma":[0.002676624,0.005524335,0.0002840211,0.0004133316,0.000009003389,0.0000061108,0.00006094237,0.000005019904,0.0009837367,0.00002689666,0.9894706,0.0005393757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001769772,0.002657486,0.000004602269,0.001629793,0.9440451,0.0006201919,0.00008662629,0.0001421101,0.04904427],"genre_scores_gemma":[0.006241704,0.001223614,0.0003295098,0.0006685709,0.9095353,0.0001449488,0.000578952,0.0001577313,0.08111968],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03450985,"threshold_uncertainty_score":0.9997096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07548020408275595,"score_gpt":0.4609634325153218,"score_spread":0.3854832284325658,"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."}}