{"id":"W2980226139","doi":"10.1159/000502958","title":"Atopic March: Collegium Internationale Allergologicum Update 2020","year":2019,"lang":"en","type":"review","venue":"International Archives of Allergy and Immunology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Atopic dermatitis; Medicine; Disease; Asthma; Epidemiology; Immunology; Allergy; Atopy; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.00005031213,0.0003159151,0.001261971,0.0003816285,0.00004230335,0.00001079291,0.000487461,0.0002754283,0.0008343738],"category_scores_gemma":[0.0001289501,0.0002572294,0.0004476327,0.00007080913,0.0005253051,0.00005921308,0.0004415556,0.0004198676,0.0001401439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002307431,"about_ca_system_score_gemma":0.0002484537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001270803,"about_ca_topic_score_gemma":0.000007968179,"domain_scores_codex":[0.9983811,0.0001527889,0.0006547537,0.0004286024,0.0001621065,0.0002206486],"domain_scores_gemma":[0.9986624,0.0005123142,0.0003860704,0.0003040727,0.00006885312,0.00006628772],"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":[0.0009079726,0.0006989003,0.0004584882,0.004734225,0.01915476,0.000467334,0.0001413322,0.000002198362,0.0000103254,0.02293671,0.01272095,0.9377668],"study_design_scores_gemma":[0.0008305784,0.0001196198,0.003350091,0.002354106,0.0001919811,0.001167274,0.00001973487,0.00003207002,0.000003002234,0.001561809,0.9901768,0.0001929212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001689056,0.9725181,0.00006128725,0.001127596,0.00129991,0.0003561983,0.0001327374,0.00002897833,0.02430623],"genre_scores_gemma":[0.0006518306,0.9892494,0.0002955223,0.0002181055,0.0001670044,0.00005639077,0.0009879943,0.00002602631,0.008347735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9774559,"threshold_uncertainty_score":0.999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900818172927025,"score_gpt":0.3020707543159594,"score_spread":0.2730625725866891,"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."}}