{"id":"W4379981833","doi":"10.1002/hon.3163_37","title":"LUNG STAGING IN PEDIATRIC HODGKIN LYMPHOMA: STAGING EVALUATION & RESPONSE CRITERIA HARMONIZATION FOR CHILDHOOD, ADOLESCENT & YOUNG ADULT HL (SEARCH FOR CAYAHL) CONSENSUS","year":2023,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; London Health Sciences Centre","funders":"","keywords":"Medicine; Oncology; Internal medicine; Population; Cohort; Lung; Pediatrics; 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":[0.002556461,0.0003177601,0.0008332005,0.0005555041,0.0002328571,0.00004277586,0.0001223663,0.0003664868,0.00007631542],"category_scores_gemma":[0.003466207,0.0002675355,0.000202416,0.0007377295,0.00009047303,0.00005534825,0.0001013477,0.0001381264,0.00007322666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599273,"about_ca_system_score_gemma":0.0009101566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007106609,"about_ca_topic_score_gemma":0.0001488634,"domain_scores_codex":[0.9964067,0.0007136538,0.0008265783,0.0007695114,0.0004585487,0.0008249445],"domain_scores_gemma":[0.9960318,0.002519769,0.0002183241,0.0003431317,0.0006638651,0.0002230965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008739077,0.003676978,0.9489564,0.0008706266,0.0001321219,0.0003154292,0.002219227,0.0001947428,0.001184164,0.001216085,0.01821805,0.01427706],"study_design_scores_gemma":[0.02589206,0.0009396523,0.9558465,0.0002090063,0.0005341053,0.0002715456,0.0005857401,0.01109389,0.001113943,0.000406941,0.002721692,0.000384902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842356,0.0005642843,0.001698288,0.007907701,0.0004545123,0.004706902,0.00009940751,0.0002109622,0.0001222713],"genre_scores_gemma":[0.9895303,0.0003479456,0.00604101,0.0006620984,0.0002063417,0.002233275,0.0008131835,0.00004814348,0.0001177273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01715298,"threshold_uncertainty_score":0.9999777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08851257481726457,"score_gpt":0.4100349618556838,"score_spread":0.3215223870384193,"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."}}