{"id":"W4394894198","doi":"10.1136/bmjopen-2023-078808","title":"Scoping review of interventions to de-implement potentially harmful non-steroidal anti-inflammatory drugs (NSAIDs) in healthcare settings","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"","keywords":"Medicine; Psychological intervention; CINAHL; Medical prescription; Alternative medicine; Health care; Data extraction; MEDLINE; Systematic review; Family medicine; Intensive care medicine; Pharmacology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.04085338,0.002808186,0.009494602,0.02164283,0.00190944,0.005427834,0.003566108,0.004059257,0.008204096],"category_scores_gemma":[0.1739167,0.001803047,0.008485885,0.02113184,0.001777754,0.004554228,0.003206587,0.00226384,0.001003471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01020106,"about_ca_system_score_gemma":0.03907224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008831179,"about_ca_topic_score_gemma":0.01992259,"domain_scores_codex":[0.9564652,0.01811729,0.01690274,0.001468883,0.006305705,0.0007402604],"domain_scores_gemma":[0.8805673,0.08789948,0.01546264,0.001711276,0.01347406,0.0008852102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001646837,0.00003171879,0.0003812965,0.9478446,0.003106612,0.00006857541,0.000377657,0.0001218808,0.00009967657,0.0003876151,0.001948458,0.04546713],"study_design_scores_gemma":[0.0001147454,0.0001192227,0.0009279599,0.9763466,0.0121123,0.00007523596,0.0002820939,0.00006214232,0.0001311127,0.0002147713,0.009599656,0.00001420876],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00182608,0.9873999,0.0009099689,0.001089752,0.0006141616,0.005385521,0.0008162278,0.00004149588,0.001916759],"genre_scores_gemma":[0.01258155,0.9751689,0.002995961,0.0009635219,0.0001641191,0.007198475,0.0005857816,0.0000180597,0.0003234899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04085338,"threshold_uncertainty_score":0.2160559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05036522030893367,"score_gpt":0.4533998798981903,"score_spread":0.4030346595892566,"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."}}