{"id":"W3110658142","doi":"10.1002/jha2.151","title":"Primary mediastinal large B‐cell lymphoma","year":2020,"lang":"en","type":"article","venue":"eJHaem","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Vincristine; Rituximab; Atelectasis; Lymphoma; Pleural effusion; Radiology; Prednisone; Mediastinal Shift; Pericardial effusion; Lung; Cyclophosphamide; Surgery; Internal medicine; Chemotherapy","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":[0.00004712431,0.00013518,0.0002474335,0.00002361706,0.00004980024,0.00001214404,0.00006254645,0.00005150755,0.0004415475],"category_scores_gemma":[0.00003463342,0.0001051242,0.0001064044,0.0001208291,0.00001723691,0.00004081466,0.00005920006,0.00004134521,0.001134968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108103,"about_ca_system_score_gemma":0.0001383941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001185683,"about_ca_topic_score_gemma":0.000001646519,"domain_scores_codex":[0.9990829,0.00001644673,0.0001568538,0.0002444775,0.0002493389,0.0002500087],"domain_scores_gemma":[0.9993989,0.00004573931,0.00004050298,0.0001669746,0.0000317949,0.0003160294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001215917,0.01178706,0.46861,0.0008665075,0.0004607525,0.008909652,0.006529005,0.000002237725,0.009863276,0.002016039,0.3141369,0.1756027],"study_design_scores_gemma":[0.02209896,0.001011335,0.5878668,0.00007549045,0.00027283,0.0001542391,0.0002495455,0.000186138,0.02629915,0.00002874257,0.3614887,0.0002679983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291976,0.001500783,0.00006979205,0.007910575,0.0001517587,0.0002713694,0.00002129017,0.0001492297,0.06072757],"genre_scores_gemma":[0.9883175,0.00007562563,0.0009126301,0.009606333,0.0004557528,0.00002816094,0.00006125042,0.00002029572,0.0005224069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1753347,"threshold_uncertainty_score":0.9996428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851631812072328,"score_gpt":0.235174624448602,"score_spread":0.2166583063278787,"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."}}