{"id":"W4236681238","doi":"10.1634/theoncologist.2014-0232","title":"In Reply","year":2014,"lang":"en","type":"letter","venue":"The Oncologist","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Anthracycline; Radiation therapy; Lymphoma; Oncology; Chemotherapy; Internal medicine; Diffuse large B-cell lymphoma; Intensive care medicine; Cancer; Breast cancer","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":[0.0002371071,0.0001772595,0.0004369246,0.0000535727,0.00003726249,0.00001490841,0.0001546051,0.0003318393,0.0002634899],"category_scores_gemma":[0.00009529759,0.00009018664,0.000121523,0.00007707391,0.0001524059,0.0000111945,0.00004660566,0.0006089621,0.0007278104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005134575,"about_ca_system_score_gemma":0.000135997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008439702,"about_ca_topic_score_gemma":0.00004611762,"domain_scores_codex":[0.9989942,0.0001034346,0.000216365,0.0002524495,0.000187518,0.0002460445],"domain_scores_gemma":[0.9988475,0.0003617601,0.0001092786,0.0006335683,0.00002270137,0.00002517968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002474611,0.00010039,0.002117263,0.00003766115,0.00004534293,0.003523099,0.00003312332,2.900684e-7,0.000001386265,0.00005070854,0.9927806,0.001285384],"study_design_scores_gemma":[0.001185665,0.0003803033,0.006950106,0.00008746312,0.0001409868,0.000249564,0.000005514732,0.000003215449,0.00003369754,0.0002401605,0.9906311,0.00009224655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001363047,0.0003024605,7.624005e-7,0.9308006,0.0003247649,0.0004170412,0.000004674504,0.00003308722,0.06675353],"genre_scores_gemma":[0.01101104,0.000120563,0.0000636461,0.9665466,0.003258687,0.0001773639,0.00008342246,0.00002175662,0.01871692],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04803661,"threshold_uncertainty_score":0.9354774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149525165411518,"score_gpt":0.3193977156798092,"score_spread":0.277902464025694,"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."}}