{"id":"W2011956745","doi":"10.1007/bf03021613","title":"Addressing physician resources for chronic pain management","year":2005,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Chronic pain; Pain management; Medicine; Business; Family medicine; 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":[0.002548733,0.0005261901,0.0008492388,0.001045945,0.01139366,0.004181893,0.001721599,0.04570829,0.0243757],"category_scores_gemma":[0.02172686,0.0005202563,0.0008941814,0.001002511,0.002867014,0.004010939,0.003596788,0.02689815,0.003040054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007893291,"about_ca_system_score_gemma":0.01792867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02688114,"about_ca_topic_score_gemma":0.09178697,"domain_scores_codex":[0.9958194,0.001176921,0.0005027834,0.0002503513,0.0009122682,0.001338165],"domain_scores_gemma":[0.9812257,0.007317669,0.001375005,0.0002766036,0.00229567,0.007509354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003690404,0.0001474306,0.003004495,0.0001652078,0.00001893256,0.0146001,0.001117321,0.0001227719,0.0003750044,0.005407949,0.9519616,0.02304219],"study_design_scores_gemma":[0.0002227726,0.0001503146,0.008216171,0.001799779,0.00006531957,0.01594498,0.006110531,0.0006867483,0.0001679118,0.01119409,0.9553477,0.0000936705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001281459,0.001236142,0.00006368916,0.9841446,0.004036115,0.00001804117,0.000009924303,0.00001047833,0.009199627],"genre_scores_gemma":[0.02416473,0.002703655,0.0006541117,0.939184,0.01999492,0.00007148859,0.00002025116,0.00002346798,0.01318334],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04570829,"threshold_uncertainty_score":0.08154488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231816036964033,"score_gpt":0.2471661901220297,"score_spread":0.2248480297523894,"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."}}