{"id":"W2952759225","doi":"10.1097/01.hs9.0000565740.21637.cb","title":"PB1809 REAL‐WORLD HEALTHCARE RESOURCE UTILIZATION (HRU) AND COSTS OF PRIMARY MEDIASTINAL LARGE B‐CELL LYMPHOMA (PMBCL) PATIENTS INITIATED ON ANTI‐CANCER THERAPIES IN THE UNITED STATES (US)","year":2019,"lang":"en","type":"article","venue":"HemaSphere","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Medical diagnosis; Lymphoma; Cancer; Health care; Internal medicine; Oncology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001802341,0.0002105195,0.000378301,0.0001289169,0.00006161441,0.00001585431,0.00008042534,0.00008257506,0.0001351805],"category_scores_gemma":[0.00002036464,0.0001365368,0.00004586104,0.0005238615,0.00005266158,0.00005516805,0.00003587336,0.00008434723,0.00001131088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002607393,"about_ca_system_score_gemma":0.0001064612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991486,"about_ca_topic_score_gemma":0.0008273358,"domain_scores_codex":[0.9984921,0.0001987694,0.0003378996,0.0002883379,0.0004048341,0.0002780377],"domain_scores_gemma":[0.9989979,0.0002905364,0.0001881639,0.0002933431,0.0001485018,0.0000815587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005115141,0.002215411,0.9816865,0.0003572136,0.00005113573,0.00002235101,0.002484606,0.00001707752,0.00004579129,0.00030984,0.001092973,0.01120563],"study_design_scores_gemma":[0.01058363,0.0007580007,0.9777521,0.0009216044,0.000048251,0.000002565022,0.001665716,0.0002181151,0.001367004,0.00001527387,0.006536057,0.0001316136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929973,0.001725745,8.947106e-7,0.0007575965,0.00004890046,0.0008898829,0.0001336687,0.00003006805,0.003415923],"genre_scores_gemma":[0.9928836,0.002956078,0.00003188633,0.002679458,0.00002779691,0.00006425197,0.00117026,0.00002910284,0.0001575649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01107402,"threshold_uncertainty_score":0.556781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237921492053494,"score_gpt":0.2922569784763064,"score_spread":0.2598777635557715,"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."}}