{"id":"W2979384469","doi":"10.1182/blood.v116.21.1504.1504","title":"Combined Modality Therapy Versus Chemotherapy Alone as An Induction Regimen for Primary CNS Lymphoma: a Decision Analysis.","year":2010,"lang":"en","type":"article","venue":"Blood","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Princess Margaret Cancer Centre; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Life expectancy; Oncology; Internal medicine; Regimen; Chemotherapy; Cytarabine; Chemotherapy regimen; Induction chemotherapy; Surgery; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02421872,0.002271814,0.004385669,0.002260738,0.0006397134,0.002344599,0.002336169,0.002844167,0.01081618],"category_scores_gemma":[0.03106849,0.001576753,0.009535649,0.001338007,0.000909454,0.001855883,0.001996395,0.004352357,0.0004484355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008310802,"about_ca_system_score_gemma":0.005541163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106065,"about_ca_topic_score_gemma":0.007308176,"domain_scores_codex":[0.9811654,0.01619819,0.0003691133,0.0007257283,0.0005583153,0.0009832432],"domain_scores_gemma":[0.9307718,0.06250306,0.003458865,0.0003927577,0.0008257185,0.002047797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.03661211,0.001748002,0.01175386,0.002130064,0.008898989,0.0002767176,0.000125384,0.9082897,0.0003666663,0.008465842,0.002060143,0.01927241],"study_design_scores_gemma":[0.005650281,0.008551337,0.00412791,0.0004075776,0.005341213,0.0001666015,0.0001411781,0.9667202,0.0002795006,0.007113119,0.001416838,0.00008428071],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9000936,0.01326856,0.05472312,0.006214208,0.0005100949,0.007021637,0.00752086,0.0001911411,0.01045674],"genre_scores_gemma":[0.9818794,0.001632147,0.01094527,0.0007715341,0.0001206101,0.001841263,0.001059121,0.00002164807,0.001729084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02421872,"threshold_uncertainty_score":0.1280824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969887883909359,"score_gpt":0.2992822796996373,"score_spread":0.2795834008605437,"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."}}