{"id":"W2811238399","doi":"10.1016/s2352-3026(18)30093-0","title":"Rituximab as a first step in tackling transformation","year":2018,"lang":"en","type":"letter","venue":"The Lancet Haematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Cancer Research UK; European Hematology Association","keywords":"Follicular lymphoma; Medicine; Lymphoma; Population; Rituximab; Biopsy; Internal medicine","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":[0.00227245,0.0008439296,0.001494772,0.0007555237,0.001623556,0.004014125,0.00110293,0.02836799,0.00751191],"category_scores_gemma":[0.01514112,0.0003985551,0.001134585,0.0003110864,0.002743853,0.004496499,0.002093272,0.03243156,0.005395939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00257583,"about_ca_system_score_gemma":0.001807064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008416641,"about_ca_topic_score_gemma":0.001532753,"domain_scores_codex":[0.9981157,0.0006525635,0.0002341635,0.0001947956,0.0004708686,0.0003320386],"domain_scores_gemma":[0.9953974,0.003059454,0.0002901326,0.0002188326,0.0004268604,0.0006073972],"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":[0.0001949415,0.00009584806,0.0006234511,0.0003334615,0.00007195096,0.007048193,0.0001592475,0.0002632266,0.0007380518,0.02021032,0.903612,0.06664932],"study_design_scores_gemma":[0.0004662986,0.000194451,0.0004448154,0.0006140613,0.00007314952,0.008611903,0.0001818208,0.0006172954,0.0009006937,0.04570314,0.942133,0.0000592506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008426951,0.02027823,0.0006730993,0.9404447,0.03020214,0.00002219986,0.00004862871,0.00009633628,0.007392047],"genre_scores_gemma":[0.02440713,0.01215864,0.001415539,0.819371,0.1297394,0.00007413448,0.00007542849,0.00006388257,0.01269479],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02836799,"threshold_uncertainty_score":0.02512985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02995830974109965,"score_gpt":0.296906458447654,"score_spread":0.2669481487065543,"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."}}