{"id":"W4396516429","doi":"10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a6892","title":"High Blood Eosinophil Counts Predict Poor Surgical Outcomes in Early Stage Lung Cancer","year":2024,"lang":"en","type":"article","venue":"","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Stage (stratigraphy); Eosinophil; Cancer; Medicine; Lung cancer; Oncology; Internal medicine; Biology; Asthma","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":[],"category_scores_codex":[0.0001318203,0.0001137035,0.0002939028,0.00008490698,0.00002139043,0.00002393503,0.00003359865,0.00004298652,0.003532145],"category_scores_gemma":[0.00001426108,0.00007253995,0.0000821564,0.0001404477,0.0000331891,0.00003905783,0.00003307291,0.0001384473,0.00007203393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000378538,"about_ca_system_score_gemma":0.00007225449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008001387,"about_ca_topic_score_gemma":0.00006665348,"domain_scores_codex":[0.9991539,0.00001813658,0.0001877224,0.0002041305,0.0002537731,0.0001823451],"domain_scores_gemma":[0.9997221,0.0000493452,0.00001255316,0.0001203194,0.00002951032,0.00006620587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006921055,0.0001965446,0.9470675,0.0004553511,0.0006893955,0.004290196,0.0002219478,0.000001564283,0.0001155081,0.009861966,0.03383457,0.003196274],"study_design_scores_gemma":[0.00263283,0.0002204163,0.8650714,0.0002966423,0.000626421,0.00007222034,0.0001082337,0.0003309575,0.0007115087,0.0000346144,0.1296401,0.0002547647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707035,0.007839018,0.000003594374,0.001544873,0.0005202525,0.0001837213,0.0001021104,0.0000793974,0.01902353],"genre_scores_gemma":[0.956771,0.0005731903,0.00005039113,0.0001989792,0.0001953092,0.00003154737,0.000007491754,0.00001518881,0.04215694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0958055,"threshold_uncertainty_score":0.9973788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846986891780416,"score_gpt":0.3042288185439891,"score_spread":0.2857589496261849,"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."}}