{"id":"W4365450330","doi":"10.56367/oag-038-10640","title":"Using of opioids for chronic pain: Controversies, guidelines, research needs","year":2023,"lang":"en","type":"article","venue":"Open Access Government","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chronic pain; Medicine; Medical prescription; Alternative medicine; Health care; Clinical trial; Psychiatry; Nursing; Political science; Internal medicine","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":[0.03661229,0.0009172375,0.002592968,0.005585784,0.003902613,0.009149637,0.003172457,0.01168552,0.002309276],"category_scores_gemma":[0.1504555,0.0007077118,0.001623506,0.006459657,0.01225232,0.008427231,0.002043538,0.01506602,0.001009035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01404288,"about_ca_system_score_gemma":0.0475004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06020991,"about_ca_topic_score_gemma":0.1283397,"domain_scores_codex":[0.9646551,0.01042632,0.008057427,0.001154208,0.01424353,0.00146347],"domain_scores_gemma":[0.6795127,0.2009255,0.01665468,0.002360873,0.09269743,0.007848751],"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":[0.00009831459,0.00006142409,0.0007518062,0.0105256,0.0001290813,0.0003802369,0.0017616,0.0001116141,0.0001702592,0.008645124,0.8113505,0.1660145],"study_design_scores_gemma":[0.00007137431,0.00005531582,0.001811188,0.02878752,0.0002549524,0.0005855197,0.002885844,0.0001275696,0.0001263884,0.008366806,0.9568362,0.00009127154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0002007455,0.4420688,0.0001432978,0.4985175,0.05695766,0.0000222306,0.00003742867,0.00001426922,0.002038088],"genre_scores_gemma":[0.005901918,0.5835978,0.001282219,0.2721382,0.1351456,0.00005514127,0.00007762502,0.00004869245,0.001752768],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06020991,"threshold_uncertainty_score":0.1936266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4379426022138188,"score_gpt":0.5534676035873652,"score_spread":0.1155250013735464,"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."}}