{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000198988,0.0001901127,0.0004489745,0.00006799604,0.00007723311,0.000008108042,0.00004970996,0.00006972857,0.0005575802],"category_scores_gemma":[0.0006394056,0.0001275764,0.00002395705,0.0002447366,0.0002194367,0.00006009953,0.00003317001,0.00008764851,0.00008165418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841833,"about_ca_system_score_gemma":0.0001197988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009846984,"about_ca_topic_score_gemma":0.00003428633,"domain_scores_codex":[0.998685,0.00009117657,0.0003402821,0.0002718314,0.0003103918,0.000301289],"domain_scores_gemma":[0.9989936,0.0001224856,0.0001012631,0.0003168243,0.0001956177,0.0002702132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001226445,0.0007487997,0.7718876,0.0008480862,0.0005316884,0.00004382821,0.00303665,0.00000593641,0.0007254262,0.002019626,0.1456459,0.07438383],"study_design_scores_gemma":[0.004269057,0.002419663,0.9809808,0.0007032313,0.0002147952,0.00006448691,0.002087125,0.001679897,0.0001242053,0.005490078,0.001808004,0.0001587284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8002528,0.009880585,0.0003940779,0.1842873,0.0001439354,0.001614272,0.000008938809,0.0003616761,0.003056391],"genre_scores_gemma":[0.9899887,0.0009700514,0.001679304,0.006260253,0.0001662296,0.00004912526,0.0001465527,0.0000190918,0.0007206895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2090931,"threshold_uncertainty_score":0.6105112,"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."}}