{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001998117,0.0002183165,0.0005376674,0.0001795764,0.0002007203,0.00009617313,0.00008031641,0.0002138571,0.00001848677],"category_scores_gemma":[0.01080276,0.0002102443,0.0002285676,0.0002250164,0.00009211075,0.0009441726,0.0001345247,0.000240641,0.000001310704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141965,"about_ca_system_score_gemma":0.0009944334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004364408,"about_ca_topic_score_gemma":0.00003714358,"domain_scores_codex":[0.9966095,0.0001920792,0.001976101,0.0006408222,0.0003665957,0.0002148809],"domain_scores_gemma":[0.9906712,0.005010412,0.0006037591,0.0003043554,0.003270719,0.0001395853],"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":[0.002415484,0.000143408,0.008050367,0.01025198,0.0002358765,0.000002335395,0.0007900394,0.00002594207,0.0007944038,0.0001676718,0.03009342,0.9470291],"study_design_scores_gemma":[0.006257475,0.001729438,0.06226867,0.001725399,0.002583045,0.00009104949,0.01426363,0.001318243,0.0002441231,0.0003554711,0.908789,0.0003744325],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1353234,0.08628127,0.6987776,0.05521578,0.002932295,0.01306525,0.002015905,0.0006163474,0.005772166],"genre_scores_gemma":[0.01361347,0.004301804,0.9623894,0.005933816,0.001553628,0.0003963881,0.01068376,0.0001036936,0.001024044],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9466546,"threshold_uncertainty_score":0.9975297,"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."}}