{"id":"W3181006784","doi":"10.51731/cjht.2021.78","title":"Models of Care for Chronic Pain","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic pain; Psychosocial; Medicine; Referral; Chronic care; Health care; Medical prescription; Anxiety; Family medicine; Nursing; Physical therapy; Chronic disease; Psychiatry","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":[0.0005973548,0.00006907374,0.0003455851,0.0003416947,0.00008402072,0.000007173468,0.0001353173,0.00008415928,0.00001039816],"category_scores_gemma":[0.0006695779,0.00006070116,0.0001000323,0.0002036144,0.00007825454,0.00004599495,0.00001121664,0.0001700719,4.113447e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004146133,"about_ca_system_score_gemma":0.004565286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004199521,"about_ca_topic_score_gemma":0.00455086,"domain_scores_codex":[0.9991447,0.00003585779,0.0003673243,0.00008063624,0.00009128729,0.0002801436],"domain_scores_gemma":[0.9991228,0.00006135558,0.0002199069,0.0001997994,0.0003308922,0.00006522879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000029761,0.00001974412,0.00656933,0.00356976,0.0001141448,0.0002254218,0.0008841822,0.0002448962,0.0001358314,0.007522732,0.0167729,0.9639113],"study_design_scores_gemma":[0.003446536,0.004042414,0.008117762,0.003442515,0.0001467795,0.00008256259,0.05335066,0.001706665,0.006271739,0.02791273,0.8911727,0.0003069266],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09945566,0.7623017,0.0314366,0.1041989,0.0005577684,0.000999975,0.00005530662,0.0001184751,0.0008755455],"genre_scores_gemma":[0.9941055,0.001343271,0.003867934,0.0005370929,0.00001805986,0.000005006435,0.000007006343,0.000009916821,0.0001062783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9636044,"threshold_uncertainty_score":0.8098623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0310729619034084,"score_gpt":0.2921334729329232,"score_spread":0.2610605110295148,"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."}}