{"id":"W2341872221","doi":"10.1136/rmdopen-2015-000230","title":"Costs of early spondyloarthritis: estimates from the first 3 years of the DESIR cohort","year":2016,"lang":"en","type":"article","venue":"RMD Open","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"Pfizer","keywords":"Cohort; Cohort study; Disease; Arthritis; Epidemiology","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":[0.004082486,0.0008439139,0.0006412089,0.0021552,0.0003249014,0.00126501,0.0007831641,0.0006255389,0.001334036],"category_scores_gemma":[0.005575842,0.0003381475,0.002477286,0.001446758,0.0001772768,0.0007351604,0.0008948509,0.0007104164,0.0003349411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003116147,"about_ca_system_score_gemma":0.001043613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1218789,"about_ca_topic_score_gemma":0.07080308,"domain_scores_codex":[0.9984739,0.0005409092,0.0001259653,0.0002677625,0.000348091,0.0002434035],"domain_scores_gemma":[0.9967122,0.0005162116,0.001641348,0.0002980205,0.0005912635,0.000241043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007502582,0.00004438835,0.9857188,0.00007346416,0.001252857,0.0001890245,0.0002300202,0.001772984,0.0001351393,0.0001744492,0.002107627,0.00755097],"study_design_scores_gemma":[0.00003293526,0.0001256894,0.9959961,0.00004088163,0.0002064616,0.0003051831,0.000160948,0.001281138,0.00005974844,0.00004418538,0.001727128,0.00001946686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820672,0.003175864,0.0004503249,0.0002846302,0.00001729177,0.00002743562,0.01302617,0.00002500778,0.0009259814],"genre_scores_gemma":[0.9844344,0.001513421,0.0004603266,0.0001037739,0.00004379826,0.00005788968,0.01268383,0.00001393406,0.0006885691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1218789,"threshold_uncertainty_score":0.2423389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006919139879498,"score_gpt":0.2717393098357179,"score_spread":0.2516701184369229,"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."}}