{"id":"W2325600599","doi":"10.1093/pm/pnw038","title":"Improving Access to Chronic Pain Services Through eConsultation: A Cross-Sectional Study of the Champlain BASE eConsult Service","year":2016,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Bruyère","funders":"Champlain Local Health Integration Network","keywords":"Referral; Medicine; Chronic pain; Cross-sectional study; Service provider; Primary care; Service (business); Family medicine; Medical emergency; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004152951,0.0001920254,0.0002979451,0.0001838163,0.0003072066,0.00007789536,0.0007111882,0.0001090334,0.0002979895],"category_scores_gemma":[0.001122207,0.0001050158,0.00003491802,0.0009211786,0.00007645811,0.0005658858,0.0002922067,0.0001315648,0.00005133076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156012,"about_ca_system_score_gemma":0.00007866795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02960211,"about_ca_topic_score_gemma":0.04045019,"domain_scores_codex":[0.9980376,0.000182284,0.0006559288,0.0004088832,0.0003914023,0.0003238485],"domain_scores_gemma":[0.9979148,0.0004869239,0.0004495416,0.0004888553,0.0006374569,0.00002244505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004302596,0.00007915188,0.9378596,0.002680786,0.00004261057,0.000005166783,0.001242552,0.00002831964,0.001085725,0.001094022,0.0006704406,0.05516858],"study_design_scores_gemma":[0.005736092,0.0003974497,0.9007627,0.001580136,0.00005047281,0.000006561695,0.01094085,0.00297122,0.0001084813,0.001208234,0.07579444,0.0004433925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696842,0.000210312,0.002398013,0.02512301,0.0006130699,0.001331459,0.000005453023,0.0001399463,0.0004944971],"genre_scores_gemma":[0.9848799,0.00000423745,0.00003023401,0.01329051,0.001545868,0.0001563644,0.000007663348,0.00002361268,0.00006161289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.075124,"threshold_uncertainty_score":0.9770591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03608660224853285,"score_gpt":0.3085171005032571,"score_spread":0.2724304982547243,"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."}}