{"id":"W3138642635","doi":"10.1007/s40120-021-00238-3","title":"Global Peginterferon Beta-1a Tolerability Management Best Practices: A Nurse-Focused Delphi Approach","year":2021,"lang":"en","type":"article","venue":"Neurology and Therapy","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"Biogen","keywords":"Medicine; Discontinuation; Delphi method; Tolerability; Delphi; Internal medicine; Adverse effect","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":[0.1222588,0.001439837,0.000828299,0.004141029,0.004226666,0.003538343,0.002522854,0.001866026,0.003664064],"category_scores_gemma":[0.07110725,0.001094304,0.001382927,0.002458972,0.00456143,0.003636859,0.01419321,0.002834183,0.0005856114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007942998,"about_ca_system_score_gemma":0.02109708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004890418,"about_ca_topic_score_gemma":0.005247121,"domain_scores_codex":[0.8921588,0.09453142,0.003633708,0.001916061,0.003229401,0.004530645],"domain_scores_gemma":[0.9421133,0.0391845,0.002362011,0.001630217,0.01196454,0.002745474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008085516,0.0007154798,0.02279679,0.005024676,0.0002534965,0.00130014,0.788367,0.004304796,0.004117168,0.01464327,0.01358168,0.144087],"study_design_scores_gemma":[0.0003122347,0.001329451,0.02129837,0.00479705,0.0001355156,0.0008115942,0.8984324,0.01237765,0.001922009,0.01773,0.04055562,0.0002981702],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8496455,0.001468107,0.07013115,0.01961029,0.0004347511,0.0372196,0.0007601909,0.0001590865,0.02057128],"genre_scores_gemma":[0.8649122,0.001742937,0.08573077,0.003990206,0.00008021366,0.04073887,0.0003447156,0.00005289295,0.00240709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1222588,"threshold_uncertainty_score":0.6465741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1143578427698382,"score_gpt":0.3711033699186764,"score_spread":0.2567455271488382,"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."}}