{"id":"W3111509553","doi":"10.3389/fphar.2020.612556","title":"Increasing Trends in Opioid Use From 2010 to 2018 in the Region of Valencia, Spain: A Real-World, Population-Based Study","year":2020,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical prescription; Oxycodone; Population; Opioid; Demography; Per capita; Tapentadol; Fentanyl; Pediatrics; Internal medicine; Environmental health; Anesthesia; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007123751,0.0003190037,0.0003858377,0.001402378,0.0001853183,0.001050355,0.0005738652,0.0004806148,0.001234566],"category_scores_gemma":[0.001408659,0.0002194682,0.0005984688,0.001611462,0.0002410047,0.0004912796,0.0005485658,0.0004396927,0.0003772225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012918,"about_ca_system_score_gemma":0.000824336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05210034,"about_ca_topic_score_gemma":0.04814252,"domain_scores_codex":[0.9995835,0.00006903445,0.00006306193,0.0001374124,0.00006134608,0.00008561704],"domain_scores_gemma":[0.9989049,0.0001402769,0.0005113258,0.00007066562,0.0002217937,0.0001509455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007640698,0.00002238254,0.9967147,0.00006067275,0.00009596725,0.00007053388,0.0001107891,0.00009600451,0.00005586169,0.00001759,0.000707796,0.001971391],"study_design_scores_gemma":[0.000007547046,0.00002925693,0.9983431,0.00003234383,0.00003101651,0.0001188686,0.0004985753,0.00009115782,0.00001522427,0.0000149301,0.0008130605,0.000004941215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986425,0.002088424,0.0001246472,0.0002605527,0.0000292631,0.00001596768,0.009895819,0.00001819609,0.001142085],"genre_scores_gemma":[0.9916369,0.00138317,0.0001899342,0.000175457,0.00003326998,0.00002418612,0.006239478,0.00000740112,0.0003101385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05210034,"threshold_uncertainty_score":0.1035941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03931868899097449,"score_gpt":0.3265684004730999,"score_spread":0.2872497114821254,"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."}}