{"id":"W2609123136","doi":"10.1177/0840470416686081","title":"The Emerging Health Leaders network experience: Reflections and lessons learned from a grassroots movement","year":2017,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regina Qu'Appelle Health Region; Canadian Public Health Association","funders":"","keywords":"Grassroots; Leadership development; Benchmarking; Public relations; Leverage (statistics); Transformational leadership; Political science; Business; Marketing; Politics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.01438743,0.0003964884,0.0003366497,0.0007392943,0.02105658,0.01240585,0.002243707,0.004719357,0.006906454],"category_scores_gemma":[0.01604856,0.0003771688,0.0002988797,0.0007793111,0.009764635,0.009224654,0.01173371,0.01144717,0.0008113096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009760371,"about_ca_system_score_gemma":0.02079001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03645816,"about_ca_topic_score_gemma":0.1567785,"domain_scores_codex":[0.9873089,0.007392665,0.0001334389,0.00045498,0.001493142,0.003216878],"domain_scores_gemma":[0.9790345,0.00692856,0.0006293698,0.0002681238,0.001589494,0.01154986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007553653,0.0003242304,0.006135644,0.0003465798,0.000009030357,0.003453928,0.8161328,0.00009766487,0.0004579598,0.02027515,0.1089739,0.04371769],"study_design_scores_gemma":[0.00001451596,0.00008866795,0.002209887,0.0003270028,0.000004292683,0.0004957259,0.735739,0.00006856166,0.000144084,0.001392209,0.2594905,0.00002552361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3409995,0.007561658,0.002471585,0.5023943,0.008872424,0.0002336564,0.0002135803,0.0001193043,0.1371339],"genre_scores_gemma":[0.874834,0.006440841,0.001653101,0.05997203,0.00180396,0.0002032332,0.0001564661,0.0002356835,0.05470075],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03645816,"threshold_uncertainty_score":0.07608891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2129167663143753,"score_gpt":0.5140728538708308,"score_spread":0.3011560875564555,"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."}}