{"id":"W2899246565","doi":"10.3747/co.25.4231","title":"Evaluation of Subcutaneous Rituximab Administration on Canadian Systemic Therapy Suites","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital; Juravinski Cancer Centre; Hôpital du Sacré-Cœur de Montréal; Baker Hughes (Canada); Roche (Canada); University of Calgary","funders":"H. Lundbeck A/S; Gilead Sciences; University of Calgary; Celgene; Bristol-Myers Squibb; Servier; Amgen","keywords":"Rituximab; Chemoimmunotherapy; Medicine; Follicular lymphoma; Lymphoma; Diffuse large B-cell lymphoma; Population; Internal medicine; Oncology; Malignancy; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004941611,0.0009659615,0.0006515771,0.001148406,0.0006020229,0.001545079,0.001966576,0.0006962141,0.003853278],"category_scores_gemma":[0.01826413,0.0004436465,0.002063195,0.001697427,0.0004867481,0.0005785821,0.0007369291,0.001020877,0.0002331123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05535345,"about_ca_system_score_gemma":0.04198609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8988518,"about_ca_topic_score_gemma":0.8180358,"domain_scores_codex":[0.9969753,0.001104491,0.0001114006,0.0003752622,0.0009770232,0.0004564996],"domain_scores_gemma":[0.9887166,0.005902471,0.001786842,0.0002234529,0.002842085,0.0005285391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.003320145,0.0006595994,0.2152757,0.0009543285,0.001482011,0.0003290855,0.0002348898,0.7270124,0.0008093506,0.003614848,0.005063917,0.04124362],"study_design_scores_gemma":[0.0007803877,0.002714898,0.1707361,0.0003770762,0.002559435,0.0002900345,0.000677503,0.8069931,0.002122968,0.001126128,0.01147004,0.0001523555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618866,0.002774479,0.005929295,0.001607495,0.00005878475,0.0008468811,0.01226498,0.0001442091,0.01448732],"genre_scores_gemma":[0.9925834,0.0008080453,0.003060084,0.0001854503,0.000008519721,0.0001262813,0.002192095,0.00001530382,0.001020792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1011482,"threshold_uncertainty_score":0.4016193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1951361739583156,"score_gpt":0.4501331378230287,"score_spread":0.254996963864713,"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."}}