{"id":"W2107338834","doi":"10.1016/j.jval.2013.08.1477","title":"Patients as a Source for Cost of Rheumatoid Arthritis Study","year":2013,"lang":"en","type":"article","venue":"Value in Health","topic":"Management and Organizational Practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatoid arthritis; Quarter (Canadian coin); Activity-based costing; Tariff; Physical therapy; Indirect costs; Internal medicine; Family medicine; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005256944,0.00008932499,0.0001767795,0.0002032443,0.0001040856,0.000105642,0.0001395811,0.00002060399,0.0003282544],"category_scores_gemma":[0.0004220357,0.00008837273,0.00002344486,0.0003587379,0.00001322208,0.0008372037,0.00008482332,0.00005231595,0.0002339345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002412601,"about_ca_system_score_gemma":0.00002529465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.022093,"about_ca_topic_score_gemma":0.0001875957,"domain_scores_codex":[0.9989704,0.00002503184,0.0004128807,0.0001732954,0.0002212654,0.0001971001],"domain_scores_gemma":[0.9991968,0.0001177654,0.0003755154,0.0001263213,0.0001719326,0.00001171283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003654056,0.001096315,0.9311817,0.0004517162,0.00002212616,4.183123e-7,0.0003655619,0.00132677,0.000001824003,0.01802594,0.01267162,0.03481945],"study_design_scores_gemma":[0.006907475,0.0003445091,0.6034997,0.0004240448,0.00001099276,3.550085e-7,0.004153825,0.02950039,0.000007185998,0.01287762,0.3418074,0.0004665522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916127,0.0001238923,0.000407573,0.001974129,0.0002303333,0.002958794,0.000001422533,0.0000424941,0.002648615],"genre_scores_gemma":[0.997916,0.00009114535,0.0001478595,0.001440089,0.0001119062,0.00009992201,0.00002730897,0.00001991272,0.0001458406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3291357,"threshold_uncertainty_score":0.984419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581403081102163,"score_gpt":0.2601759662571636,"score_spread":0.234361935446142,"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."}}