{"id":"W4403622155","doi":"10.58931/cht.2024.3251","title":"Mantle Cell Lymphoma: Evolving Frontline Treatment Strategies","year":2024,"lang":"en","type":"article","venue":"Canadian Hematology Today","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"University of Toronto","keywords":"Mantle cell lymphoma; Mantle (geology); Geology; Lymphoma; Earth science; Geochemistry; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002052711,0.0006693192,0.001116479,0.0009929152,0.0003381148,0.001645388,0.001338896,0.0009527974,0.004792578],"category_scores_gemma":[0.001662049,0.0001857918,0.0008157534,0.0005319932,0.0005114456,0.001997948,0.001205707,0.003565666,0.001726674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373205,"about_ca_system_score_gemma":0.001298659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00083458,"about_ca_topic_score_gemma":0.00330677,"domain_scores_codex":[0.9994575,0.0001414972,0.0000650909,0.0001041129,0.0001361709,0.00009563866],"domain_scores_gemma":[0.9990628,0.0002339375,0.000113203,0.00003777854,0.0002993573,0.0002527589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003965344,0.0002889031,0.001512848,0.001634066,0.0001107817,0.0002492549,0.00006843091,0.001068657,0.001467662,0.00524565,0.03199933,0.9559579],"study_design_scores_gemma":[0.0006530535,0.001987263,0.004918769,0.009657269,0.0005498942,0.003175669,0.0003744935,0.003477504,0.001840913,0.01609831,0.9571902,0.00007671034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008691819,0.9428096,0.005785163,0.02877533,0.00212018,0.0001386816,0.0002535838,0.0002213736,0.01120425],"genre_scores_gemma":[0.06657576,0.8687378,0.01864453,0.0284488,0.008711083,0.0003427842,0.001930907,0.0001004868,0.006507823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004792578,"threshold_uncertainty_score":0.01603276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249850237932656,"score_gpt":0.2569523062964281,"score_spread":0.2444538039171015,"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."}}