{"id":"W4394578306","doi":"10.1016/j.alit.2024.03.002","title":"Eosinophilic mucus diseases","year":2024,"lang":"en","type":"article","venue":"Allergology International","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Japan Society for the Promotion of Science; Ministry of Health, Labour and Welfare; Japan Agency for Medical Research and Development","keywords":"Mucus; Eosinophilic; Immunology; Inflammation; Allergic bronchopulmonary aspergillosis; Medicine; Eosinophil; Allergic inflammation; Immune system; Eosinophil cationic protein; Pathology; Immunoglobulin E; Asthma; Biology; Antibody","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001963663,0.00008485924,0.0001008351,0.0001342301,0.00002877989,0.0000203891,0.00008864772,0.00005686737,0.003113196],"category_scores_gemma":[0.00005727204,0.00006616382,0.0001139402,0.00006149967,0.0001001946,0.00006346685,0.00003879306,0.00009684773,0.0007825177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004059265,"about_ca_system_score_gemma":0.000129144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003675253,"about_ca_topic_score_gemma":0.000002258,"domain_scores_codex":[0.9993668,0.00001465677,0.0001276832,0.0002075204,0.0001627416,0.0001206639],"domain_scores_gemma":[0.9996606,0.00005566953,0.00001351397,0.0001083398,0.00005295976,0.0001089542],"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":[0.0009928467,0.001451304,0.2506245,0.0002845751,0.00280314,0.01107586,0.0004722011,0.00007016942,0.007690671,0.103143,0.4175667,0.203825],"study_design_scores_gemma":[0.0005026322,0.0001527478,0.2062921,0.00007818017,0.00008600188,0.0003875034,0.00003714615,0.0009408589,0.0001672153,0.001113172,0.7901277,0.0001147778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931622,0.006562149,0.0002886539,0.01601995,0.003824215,0.0001730437,0.00008641162,0.0004320005,0.04099155],"genre_scores_gemma":[0.9909208,0.00008705343,0.00005481143,0.001798107,0.0009007668,0.00002124012,0.000105569,0.00001441745,0.006097174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3725609,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008896720078088241,"score_gpt":0.2937010828582975,"score_spread":0.2848043627802093,"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."}}