{"id":"W4396677611","doi":"10.1186/s12875-024-02388-3","title":"Harmonization of clinical practice guidelines for primary prevention and screening: actionable recommendations and resources for primary care","year":2024,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Social Innovation; Canadian Cancer Society; Sinai Health System; Alberta Health; Mount Sinai Hospital; University of Calgary; College of Physicians and Surgeons of Ontario; Newfoundland and Labrador Centre for Applied Health Research; Institute of Cancer Research; Memorial University of Newfoundland; Ontario Institute for Cancer Research; Alberta Health Services; Women's College Hospital; University of Toronto; University of Alberta","funders":"Alberta Innovates; University of Alberta","keywords":"Medicine; Guideline; Family medicine; Harmonization; Smoking cessation; MEDLINE; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3477204,0.002811952,0.006923062,0.02815532,0.005943627,0.01474186,0.01445326,0.01309732,0.007057714],"category_scores_gemma":[0.5863024,0.003358313,0.008961317,0.02487332,0.005229698,0.01230834,0.01828017,0.01941187,0.003756176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03927219,"about_ca_system_score_gemma":0.2647365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1007357,"about_ca_topic_score_gemma":0.112149,"domain_scores_codex":[0.6367598,0.2164472,0.07491952,0.008956173,0.05604153,0.006875667],"domain_scores_gemma":[0.3461308,0.244331,0.04844712,0.0339859,0.3063627,0.02074242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002575479,0.0006997406,0.006792455,0.06468103,0.001355286,0.0003879254,0.01158053,0.002916799,0.0008078596,0.01994577,0.4273858,0.4631892],"study_design_scores_gemma":[0.001241984,0.0004252006,0.01629396,0.3702585,0.002516563,0.0004026293,0.01140536,0.004497111,0.001127017,0.03787014,0.5533425,0.0006189867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.008942416,0.1030267,0.1770307,0.5237612,0.0214623,0.09206913,0.01836737,0.004337741,0.05100241],"genre_scores_gemma":[0.03866295,0.03714278,0.8253331,0.03945917,0.001703567,0.04148552,0.01307356,0.0005892171,0.002550116],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3477204,"threshold_uncertainty_score":0.8043768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3201392758599013,"score_gpt":0.539037128458581,"score_spread":0.2188978525986797,"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."}}