{"id":"W6887742711","doi":"10.17605/osf.io/u683k","title":"RNAO Pain: Prevention, Assessment and Management BPG – scoping review","year":2024,"lang":"en","type":"article","venue":"Open Science Framework","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Best practice; Health care; MEDLINE; Association (psychology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005869698,0.0001261853,0.00024002,0.0001508907,0.0002516892,0.0007549234,0.0006148859,0.00003499387,0.0004698556],"category_scores_gemma":[0.0002367426,0.0001004874,0.00004576115,0.00124477,0.0001926304,0.0005142566,0.0008033013,0.0001975671,0.00007863483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009966634,"about_ca_system_score_gemma":0.0002429809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005058493,"about_ca_topic_score_gemma":0.000001939171,"domain_scores_codex":[0.9982377,0.00007163273,0.0002567634,0.000576866,0.0005543268,0.0003026578],"domain_scores_gemma":[0.9990762,0.0001119808,0.00004595935,0.0005616987,0.00004945692,0.0001546971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001684129,0.0001997395,0.01621026,0.04617127,0.0001478327,0.0004679523,0.0002775001,0.000004249228,0.00008479166,0.2109379,0.05768358,0.6677981],"study_design_scores_gemma":[0.0005099299,0.0003744708,0.05271482,0.783977,0.0004446366,0.00001521651,0.0003503115,0.00314498,0.00004486713,0.02464638,0.1332177,0.000559726],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01128299,0.1721247,0.2956975,0.0952921,0.003137332,0.02632454,0.00000374568,0.0006478514,0.3954892],"genre_scores_gemma":[0.1534972,0.2481484,0.5087037,0.04473924,0.000562612,0.00126259,0.00002570817,0.00008388826,0.04297673],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7378057,"threshold_uncertainty_score":0.7279744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04765215696852876,"score_gpt":0.4460264972083287,"score_spread":0.3983743402397999,"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."}}