{"id":"W2482377816","doi":"10.1093/rheumatology/kew280","title":"Treatment preferences of patients with early rheumatoid arthritis: a discrete-choice experiment","year":2016,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; Western University; University of Toronto; University Health Network; Mount Sinai Hospital; Southlake Regional Health Center; University of Calgary","funders":"University of Calgary","keywords":"Medicine; Rheumatoid arthritis; Adverse effect; Dosing; Preference; Latent class model; Cancer; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008556279,0.0005693761,0.0006686702,0.0001899036,0.0004210765,0.001070446,0.0003949105,0.001206372,0.005535656],"category_scores_gemma":[0.01563094,0.000310546,0.0007587867,0.0002183455,0.0009048411,0.0006686568,0.0005298937,0.001489419,0.0005558729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003800943,"about_ca_system_score_gemma":0.0006927645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003376065,"about_ca_topic_score_gemma":0.0002958279,"domain_scores_codex":[0.9948384,0.004047251,0.0002460033,0.0002560441,0.0003454942,0.0002668362],"domain_scores_gemma":[0.9777178,0.01684608,0.002681702,0.0009173676,0.0002568211,0.001580403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.268599,0.2133017,0.3285189,0.001275309,0.001926408,0.001072138,0.007212114,0.03673504,0.04779074,0.005459984,0.002688835,0.08541986],"study_design_scores_gemma":[0.06259808,0.5365376,0.2204121,0.0002414862,0.0007590492,0.001099585,0.00351613,0.146056,0.01371577,0.01026774,0.004368264,0.0004281632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985849,0.00002081026,0.0005826112,0.0001185021,0.00001036694,0.0002276429,0.00008840897,0.000003754045,0.0003630872],"genre_scores_gemma":[0.996506,0.00003365718,0.002296521,0.0002068271,0.00001765451,0.0005262614,0.0000800395,0.000001066339,0.0003320175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008556279,"threshold_uncertainty_score":0.04525048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435440745623347,"score_gpt":0.262634693170869,"score_spread":0.2482802857146355,"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."}}