{"id":"W4379653209","doi":"10.1136/annrheumdis-2023-eular.3381","title":"AB1723-PARE A CANADIAN PATIENT-DRIVEN SURVEY TO HIGHLIGHT WHICH PREDNISONE-RELATED SIDE EFFECTS MATTER THE MOST","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Prednisone; Internal medicine; Pharmacist; Mood; Rheumatology; Pediatrics; Physical therapy; Pharmacy; Family medicine; Psychiatry","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":[0.0008467573,0.000216745,0.0003244891,0.0009567724,0.0011519,0.0007898645,0.0005145525,0.0005288828,0.005197397],"category_scores_gemma":[0.003192754,0.0001391784,0.0005356616,0.002738793,0.0002734697,0.0003279302,0.0003693711,0.00105564,0.0005213174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008537636,"about_ca_system_score_gemma":0.01786428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9025453,"about_ca_topic_score_gemma":0.9527216,"domain_scores_codex":[0.998609,0.0001312509,0.00007205905,0.00009465861,0.0005952179,0.000497904],"domain_scores_gemma":[0.9973128,0.0002052822,0.0005685826,0.00004440315,0.001143554,0.0007252668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003609519,0.0001762423,0.9475987,0.0001301767,0.0001577298,0.0002605624,0.0003663224,0.00009098272,0.000432109,0.0003321165,0.03244637,0.01764772],"study_design_scores_gemma":[0.00006329984,0.00007373886,0.9868397,0.0001181942,0.0000747458,0.0003089668,0.0007461611,0.0001876047,0.0000935528,0.00005723946,0.01141642,0.00002035981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9270948,0.004578055,0.0003205309,0.01149399,0.0002459007,0.0002882016,0.02317748,0.00005090394,0.0327501],"genre_scores_gemma":[0.9853604,0.001810597,0.0004206511,0.005369034,0.0001099586,0.00007175577,0.00365474,0.00002223668,0.003180577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09745473,"threshold_uncertainty_score":0.1960573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446805534218286,"score_gpt":0.2893526670257084,"score_spread":0.2548846116835256,"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."}}