{"id":"W2084354526","doi":"10.1371/journal.pmed.1001411","title":"Untreated Pain, Narcotics Regulation, and Global Health Ideologies","year":2013,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Pain management; Multidisciplinary approach; Medicine; Global health; Chronic pain; Public health; Opioid epidemic; Pain relief; Ideology; Alternative medicine; Psychiatry; Physical therapy; Nursing; Political science; Opioid; Anesthesia; Law","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01092192,0.0004653412,0.0007101098,0.001430471,0.003525602,0.00687815,0.0007749766,0.005147456,0.004685682],"category_scores_gemma":[0.008808527,0.0002039185,0.0005404405,0.001017579,0.03401161,0.007925728,0.004142117,0.009222144,0.0004269748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004373084,"about_ca_system_score_gemma":0.003850881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331173,"about_ca_topic_score_gemma":0.006099609,"domain_scores_codex":[0.993871,0.003552753,0.0001982625,0.0003797986,0.001283911,0.0007142663],"domain_scores_gemma":[0.9928732,0.004333237,0.0008092307,0.0004390806,0.000711417,0.0008337543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001378188,0.00008353236,0.002655071,0.0003593434,0.00006628213,0.0002551285,0.008657889,0.0002665089,0.0003380593,0.8642283,0.07260326,0.05034877],"study_design_scores_gemma":[0.00008928883,0.0001284843,0.005440673,0.001930121,0.00005642165,0.0004132136,0.01230131,0.0001985578,0.0002942341,0.5473902,0.4316854,0.00007212895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01124587,0.0925303,0.001079222,0.8433176,0.00667188,0.000008022643,0.00004262137,0.00001433234,0.04509015],"genre_scores_gemma":[0.4825113,0.1103013,0.001292553,0.3771138,0.01893368,0.00006306151,0.00006755404,0.00007386319,0.009642846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9964744,"threshold_uncertainty_score":0.05776125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897111324660157,"score_gpt":0.2919164216846624,"score_spread":0.2729453084380608,"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."}}