{"id":"W2909439838","doi":"10.5415/apallergy.2019.9.e4","title":"Human ex vivo and in vitro disease models to study food allergy","year":2019,"lang":"en","type":"review","venue":"Asia Pacific Allergy","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Innovationsfonden; Hospital for Sick Children; HSBC Bank USA","keywords":"Medicine; Food allergy; Ex vivo; Allergy; Clinical trial; Intensive care medicine; Biotechnology; In vivo; Immunology; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0005193148,0.0006812803,0.001558835,0.0006722427,0.00006780506,0.000118136,0.0007950758,0.0003354487,0.0001685822],"category_scores_gemma":[0.00006796681,0.0006351102,0.0002254846,0.0006226175,0.00006564628,0.0001023722,0.0005260608,0.0008109949,0.0002299943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457528,"about_ca_system_score_gemma":0.0001236294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003645266,"about_ca_topic_score_gemma":0.00005496275,"domain_scores_codex":[0.99641,0.0002397956,0.0008144316,0.0009033508,0.0007716962,0.0008607116],"domain_scores_gemma":[0.9979014,0.0001818053,0.00007365539,0.001092476,0.00004212172,0.0007084842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003748668,0.0004804303,0.000003176156,0.00945688,0.001556166,0.0002562357,0.0008307076,0.0009473463,0.00002225857,0.0005499008,0.003426717,0.9824327],"study_design_scores_gemma":[0.0004359848,0.0001470581,0.00004841044,0.001965842,0.00005049687,0.000005627001,0.0002717517,0.001217494,0.000002414049,0.0001769092,0.9949006,0.0007774098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004011714,0.9864306,0.0002642507,0.00002527188,0.0003321946,0.002070603,0.00006793079,0.0002580335,0.01014996],"genre_scores_gemma":[0.04078481,0.9566448,0.0002023639,0.000008420486,0.0001697211,0.0005114743,0.0000684539,0.0002573407,0.001352567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9914739,"threshold_uncertainty_score":0.99961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07589855150416913,"score_gpt":0.3281055583704092,"score_spread":0.2522070068662401,"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."}}