{"id":"W2800579414","doi":"10.14740/wjon1093w","title":"Impact of Provider Volume on Outcomes of Patients With Hodgkin Lymphoma","year":2018,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dacarbazine; ABVD; Vinblastine; Neutropenia; Confidence interval; Internal medicine; Odds ratio; Bleomycin; Lymphoma; Chemotherapy; Hodgkin lymphoma; Surgery; Vincristine; Cyclophosphamide","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001120041,0.00008266237,0.0001248404,0.0005875295,0.000184059,0.0004687702,0.0002079634,0.0001674058,0.001433081],"category_scores_gemma":[0.009330944,0.00009120558,0.0001863858,0.0007363149,0.0002492529,0.0004367897,0.0003861577,0.0003539064,0.00007037778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006013807,"about_ca_system_score_gemma":0.0004845737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002988815,"about_ca_topic_score_gemma":0.003705255,"domain_scores_codex":[0.9987873,0.0005134796,0.0001219499,0.0001429465,0.0002994572,0.0001348828],"domain_scores_gemma":[0.9898794,0.002866074,0.005941723,0.0001631436,0.0005088726,0.000640913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005243065,0.000009548467,0.9983703,0.000009139824,0.00001685659,0.00002164634,0.00002910481,0.00003692392,0.00002523385,0.00001254861,0.00007373408,0.001342364],"study_design_scores_gemma":[0.000005816726,0.00008077925,0.9988319,0.00001717606,0.00002796802,0.0002858282,0.0002150429,0.0002773144,0.00006243362,0.00003054293,0.0001632013,0.000001915188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985449,0.0006500673,0.00008354261,0.0001540979,0.000005943481,0.000007470952,0.0002008625,0.000002444929,0.000350691],"genre_scores_gemma":[0.9997589,0.00008554816,0.00003536739,0.00001395215,0.000006813339,0.000001908625,0.00008221925,7.287424e-7,0.00001449534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002988815,"threshold_uncertainty_score":0.005942822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146330466479293,"score_gpt":0.3222228188775871,"score_spread":0.3075897722296578,"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."}}