{"id":"W2993781226","doi":"10.1503/cmaj.191362","title":"Strategic Clinical Networks","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Key (lock); Computer science; Scale (ratio); Process management; Test (biology); Data science; Health care; Knowledge management; Business; Computer security; Political science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.02254865,0.0007914513,0.0004998384,0.001779101,0.006359769,0.0114083,0.002966958,0.005739945,0.08890728],"category_scores_gemma":[0.0593662,0.0007434085,0.000556359,0.002089871,0.003560954,0.004949047,0.0133313,0.008380771,0.01850097],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02154705,"about_ca_system_score_gemma":0.152234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06417642,"about_ca_topic_score_gemma":0.1398134,"domain_scores_codex":[0.9618962,0.01309014,0.001745657,0.002954209,0.01272754,0.007586183],"domain_scores_gemma":[0.8742023,0.0101702,0.003895267,0.00369668,0.03473782,0.07329777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006059789,0.00008230151,0.003781684,0.0001948497,0.00002468045,0.0003486399,0.0008936939,0.0004786643,0.000248487,0.1339272,0.7858016,0.07415775],"study_design_scores_gemma":[0.00007327815,0.00005367226,0.001923836,0.0003770935,0.00001022438,0.0002241191,0.001246205,0.0003404322,0.0001201109,0.0195956,0.9760089,0.00002656412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004985966,0.002757262,0.01332843,0.5088157,0.008735816,0.001504212,0.001230366,0.0007358874,0.4579064],"genre_scores_gemma":[0.2364545,0.00473335,0.03068532,0.2859035,0.005999176,0.002377489,0.004567842,0.0005930264,0.4286858],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9784529,"threshold_uncertainty_score":0.2974244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365428499034022,"score_gpt":0.455212239460932,"score_spread":0.3186693895575298,"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."}}