{"id":"W2792952263","doi":"10.3324/haematol.2018.187773","title":"Impact of age on genetics and treatment efficacy in follicular lymphoma","year":2018,"lang":"en","type":"letter","venue":"Haematologica","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Princess Margaret Cancer Centre; University Health Network","funders":"National Cancer Institute","keywords":"Follicular lymphoma; Lymphoma; Medicine; Oncology; Internal medicine; Follicular phase","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004682274,0.0004737436,0.001340362,0.0002178893,0.00003248183,0.0000164592,0.00008691136,0.0006750238,0.0001183579],"category_scores_gemma":[0.00004736252,0.0002708904,0.0004038399,0.0001235213,0.0001704671,0.00001005379,0.00004411281,0.0001157985,0.00006397291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004987166,"about_ca_system_score_gemma":0.0001291218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002496682,"about_ca_topic_score_gemma":0.00001339477,"domain_scores_codex":[0.9983506,0.00008451389,0.0004088799,0.0005260787,0.0002540869,0.000375833],"domain_scores_gemma":[0.9988207,0.0002366354,0.0001972228,0.0006052238,0.0000457202,0.00009453324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00086999,0.009671912,0.2449219,0.0004442283,0.002758911,0.1073096,0.0005582711,0.000004519535,0.00006320466,0.0000768001,0.5924153,0.0409054],"study_design_scores_gemma":[0.01163197,0.01307033,0.8520554,0.0008091659,0.000709309,0.001333899,0.000007531599,0.00001375414,0.001348368,0.00007361192,0.1185455,0.0004011964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97429,0.001566364,2.339343e-7,0.02140976,0.00006149739,0.0009416202,0.00005261529,0.00003214423,0.001645725],"genre_scores_gemma":[0.9693816,0.001844135,0.000312372,0.02726488,0.0003691751,0.0001596317,0.0003267248,0.000048005,0.0002934685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6071334,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04232993865396901,"score_gpt":0.3164919456697417,"score_spread":0.2741620070157727,"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."}}