{"id":"W2990286866","doi":"10.1503/cmaj.190313","title":"Clinical networks: enablers of health system change","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Health; University of Calgary; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Health care; Key (lock); Healthcare system; Computer science; Business; Knowledge management; Medicine; Data science; Political science; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[0.020384,0.0007691299,0.0005361085,0.001844966,0.005811476,0.01496792,0.002214727,0.005135183,0.03570843],"category_scores_gemma":[0.05507551,0.0004541815,0.0006003432,0.002419112,0.01348443,0.01609371,0.01515615,0.01054982,0.003185214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009979046,"about_ca_system_score_gemma":0.02435496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480291,"about_ca_topic_score_gemma":0.0201217,"domain_scores_codex":[0.97917,0.01222726,0.0005299395,0.001353914,0.004053148,0.002665647],"domain_scores_gemma":[0.9522471,0.025181,0.002998017,0.002330919,0.005690776,0.01155218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007198711,0.00009637212,0.004249284,0.0006959662,0.00005268402,0.0002901971,0.003973749,0.001201918,0.0001726573,0.6405092,0.2258382,0.1228478],"study_design_scores_gemma":[0.00005226494,0.0001010958,0.004122127,0.002444204,0.00003762406,0.0002484752,0.005712694,0.001243308,0.0003295083,0.3632024,0.6224518,0.00005448186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006389739,0.007237002,0.01074925,0.8270784,0.003368309,0.0001898712,0.0005512375,0.0003144888,0.1441216],"genre_scores_gemma":[0.7907071,0.02924888,0.01904868,0.1182118,0.01336219,0.0008343685,0.0007293728,0.0003596104,0.02749819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03570843,"threshold_uncertainty_score":0.1194566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1621254655769305,"score_gpt":0.4509001959453352,"score_spread":0.2887747303684047,"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."}}