{"id":"W2301001255","doi":"10.71781/28531","title":"Wait Times to Rheumatology and Rehabilitation Services for Persons with Arthritis in Quebec","year":2011,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rheumatology; Rehabilitation; Medicine; Internal medicine; Physical therapy; Arthritis; Family medicine; Library science; Computer science","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":[0.0001819092,0.0001912717,0.0005029793,0.0002268425,0.00005650647,0.00005046493,0.00009350557,0.0002173172,0.0005719865],"category_scores_gemma":[0.0000896963,0.0001562296,0.00005708244,0.0001307562,0.00004540794,0.0001594526,0.00001772285,0.0001083357,0.00003357302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003229305,"about_ca_system_score_gemma":0.0001813114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0183427,"about_ca_topic_score_gemma":0.4291907,"domain_scores_codex":[0.9989174,0.00003731505,0.0003085425,0.000457658,0.0001039723,0.0001750871],"domain_scores_gemma":[0.9993204,0.000161187,0.0001188377,0.0001797551,0.0001299905,0.00008984794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005548237,0.0006045135,0.02768576,0.005864701,0.0001749349,0.000008776561,0.1317509,0.000002881376,0.0006614274,0.0007902731,0.001292872,0.8256148],"study_design_scores_gemma":[0.01118456,0.008957148,0.7336949,0.01432499,0.0003804489,0.00003291514,0.1783841,0.0002085355,0.0002735078,0.001227052,0.05013483,0.001196979],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862921,0.0004220457,0.000008048143,0.0007796219,0.00008226097,0.003082318,0.00003217356,0.000002192387,0.009299195],"genre_scores_gemma":[0.8920968,0.0001302747,0.04366534,0.0001045781,0.00002986737,0.001438009,0.003407377,0.00009780092,0.05903002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8244178,"threshold_uncertainty_score":0.9881942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008988165967229424,"score_gpt":0.2902174001495016,"score_spread":0.2812292341822722,"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."}}