{"id":"W2949797841","doi":"10.1136/annrheumdis-2019-eular.3543","title":"AB1216 CHECKING IN WITH IMMUNE CHECKPOINT INHIBITORS: RESULTS FROM A NEEDS ASSESSMENT SURVEY OF CANADIAN RHEUMATOLOGISTS","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Ottawa; McGill University; University of British Columbia","funders":"","keywords":"Medicine; Rheumatology; Internal medicine; Polymyalgia rheumatica; Adverse effect; Family medicine; Myositis; Descriptive statistics; Physical therapy; Oncology; Disease; Vasculitis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001934417,0.0003105285,0.0004153995,0.00194759,0.003224276,0.001245145,0.0015112,0.001024762,0.002322837],"category_scores_gemma":[0.00824163,0.000442088,0.000816353,0.00473392,0.0006518454,0.0007168134,0.001270109,0.001207704,0.0002871682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01800601,"about_ca_system_score_gemma":0.03349457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9568561,"about_ca_topic_score_gemma":0.9697514,"domain_scores_codex":[0.9960008,0.0003784419,0.0003864544,0.0002661047,0.001664787,0.001303372],"domain_scores_gemma":[0.9911929,0.0006582512,0.002307751,0.000111922,0.003853515,0.001875625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004174237,0.0001360181,0.9905899,0.00006828055,0.0000276932,0.0001216192,0.002029206,0.00003245416,0.00007532445,0.000049384,0.002246079,0.004582382],"study_design_scores_gemma":[0.000007394825,0.0000466888,0.9935982,0.00005986614,0.00001579422,0.00007058975,0.004691639,0.00005902591,0.0000224312,0.000009875477,0.001407041,0.00001147785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858302,0.0008570057,0.00005222633,0.003331363,0.00003672245,0.0001863967,0.003581646,0.000008144647,0.006116312],"genre_scores_gemma":[0.9939625,0.001160842,0.0002902445,0.001835754,0.00002254838,0.00009911887,0.001569402,0.000006713716,0.001052891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04314393,"threshold_uncertainty_score":0.1306434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347086628669766,"score_gpt":0.3239665947684579,"score_spread":0.2704957284817602,"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."}}