{"id":"W3115955909","doi":"10.1016/j.jclinepi.2020.12.025","title":"The movement for adopting or adapting clinical guidelines and recommendations","year":2020,"lang":"en","type":"letter","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"MEDLINE; Movement (music); Medicine; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.1005772,0.0004303991,0.005039338,0.0001082279,0.0003127496,0.00004096485,0.0004776898,0.001400629,0.0000987586],"category_scores_gemma":[0.830837,0.000238819,0.002022217,0.0001501646,0.0005463269,0.0001555409,0.0002811315,0.007779513,0.00001288365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007297362,"about_ca_system_score_gemma":0.001548602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002713732,"about_ca_topic_score_gemma":0.00003879732,"domain_scores_codex":[0.9541548,0.008834331,0.03493784,0.0008045131,0.0005233935,0.0007450686],"domain_scores_gemma":[0.4046986,0.5662149,0.02466428,0.0006664235,0.003131836,0.0006239872],"domain_codex":null,"domain_gemma":"methods","domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001807951,0.00006172574,0.01471183,0.0001132052,0.0007291043,0.0001066051,0.000008507969,0.000004954553,4.540385e-7,0.00007221997,0.7428811,0.2395024],"study_design_scores_gemma":[0.004362468,0.004856894,0.002988699,0.0005413526,0.001532563,0.0001894989,0.0002892218,0.002952382,2.597348e-7,0.004484071,0.9775887,0.0002139297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004594816,0.0009823521,0.02758651,0.9639378,0.005982135,0.0009383476,0.00004514764,0.00002464533,0.00004354899],"genre_scores_gemma":[0.00006145026,0.01400787,0.2147246,0.7268189,0.0437112,0.00002232039,0.00009920094,0.00006063779,0.0004938553],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7302598,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.866602208224401,"score_gpt":0.6856403647273035,"score_spread":0.1809618434970975,"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."}}