{"id":"W2586075495","doi":"10.1177/1715163517690540","title":"Medication management of chronic pain","year":2017,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Crop Industry Development Fund; Burman University; University of Alberta","funders":"","keywords":"Chronic pain; Pain management; Medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001376112,0.0002406109,0.0003378642,0.00028959,0.0009481793,0.0001171304,0.0007430026,0.0000460236,0.0009111877],"category_scores_gemma":[0.0001524571,0.0002448007,0.0001374834,0.0001665068,0.0002481696,0.0002439238,0.00006358713,0.0003764858,0.00001189945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182571,"about_ca_system_score_gemma":0.002093242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01251295,"about_ca_topic_score_gemma":0.03282916,"domain_scores_codex":[0.9979364,0.000100608,0.000493711,0.0002785394,0.0005117809,0.0006790145],"domain_scores_gemma":[0.9971459,0.00004033606,0.0004453225,0.000566824,0.0002779945,0.00152363],"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":[0.0001665049,0.0001213013,0.02456464,0.002445193,0.001182267,0.1142392,0.0004182044,0.000160247,0.001780799,0.0004824032,0.1141189,0.7403203],"study_design_scores_gemma":[0.017271,0.0004170003,0.01523889,0.000941791,0.002430084,0.109722,0.00007817536,0.03848996,0.006349456,0.0004816637,0.8067926,0.001787383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520364,0.003633757,0.001759183,0.002269318,0.004944929,0.001494909,0.0001784818,0.00005692551,0.0336261],"genre_scores_gemma":[0.985406,0.00922858,0.0003607408,0.001267657,0.0008329662,0.00001427399,0.0000287102,0.00003561927,0.002825478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7385329,"threshold_uncertainty_score":0.9982682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242903141821401,"score_gpt":0.2957551291043061,"score_spread":0.2633260976860921,"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."}}