{"id":"W2029343549","doi":"10.1016/j.jval.2011.02.705","title":"PMS20 HEALTH CARE RESOURCES UTILIZATION IN THE MANAGEMENT OF JUVENILE IDIOPATHIC ARTHRITIS: ANALYSES WITH THE RAMQ DATABASE","year":2011,"lang":"en","type":"article","venue":"Value in Health","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Abbott (Canada); Université de Montréal","funders":"","keywords":"Medicine; Medical prescription; Psychological intervention; Arthritis; Rheumatoid arthritis; Juvenile rheumatoid arthritis; Health care; Health plan; Utilization management; Database; Emergency medicine; Internal medicine; Pediatrics; Physical therapy","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":[0.002195516,0.00038608,0.0007808525,0.002564915,0.0002363714,0.0007702686,0.0009010002,0.0005127874,0.002404477],"category_scores_gemma":[0.01015784,0.0003212405,0.001447967,0.004831939,0.0002015254,0.0007760578,0.001078679,0.000597548,0.000438497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009685137,"about_ca_system_score_gemma":0.0009064354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02053955,"about_ca_topic_score_gemma":0.01506254,"domain_scores_codex":[0.9972657,0.0009489407,0.0005461065,0.0004768603,0.0005743586,0.0001880226],"domain_scores_gemma":[0.9920275,0.002620799,0.003854831,0.0005034741,0.000604677,0.0003887175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000727364,0.00005921531,0.9934477,0.00009624334,0.0005456398,0.00004823601,0.0000512458,0.00032427,0.00007769897,0.00006267227,0.001849752,0.002709913],"study_design_scores_gemma":[0.0001002267,0.0001028267,0.9975223,0.000018194,0.000161803,0.0001519995,0.00009703694,0.0008400259,0.0000561445,0.00002600299,0.0009163604,0.000007027053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492477,0.000536609,0.0001313349,0.000164261,0.000007579715,0.00005798009,0.04901041,0.00002749583,0.0008166458],"genre_scores_gemma":[0.9477617,0.0003271447,0.0004708126,0.0001467794,0.00003759455,0.0002463448,0.05063543,0.00002109191,0.0003530792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9794605,"threshold_uncertainty_score":0.04083997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.283381160982861,"score_gpt":0.4478998170322493,"score_spread":0.1645186560493883,"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."}}