{"id":"W4413366152","doi":"10.5334/ijic.nacic24150","title":"The development of the Evaluation Toolkit for the Alberta Healthy Communities Approach (AHCA)","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process management; Integrated care; Environmental planning; Business; Political science; Health care; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.20543,0.001646705,0.00147731,0.005969274,0.005114331,0.008117829,0.006647319,0.001956431,0.01168442],"category_scores_gemma":[0.1420297,0.0018956,0.00254411,0.005630965,0.004514882,0.003559034,0.01290864,0.006269456,0.003678537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04330753,"about_ca_system_score_gemma":0.2222897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1975324,"about_ca_topic_score_gemma":0.2982134,"domain_scores_codex":[0.8401802,0.1152177,0.009894993,0.003050596,0.02587989,0.005776552],"domain_scores_gemma":[0.7889922,0.08100805,0.006417982,0.01362737,0.09027409,0.01968039],"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":[0.0005957167,0.001261192,0.005738896,0.006230749,0.0001435903,0.0006604625,0.02528306,0.006811816,0.001604614,0.02824131,0.2309346,0.692494],"study_design_scores_gemma":[0.001266966,0.0009438858,0.01855037,0.01925657,0.0002654374,0.0004883857,0.01879469,0.0080362,0.002714715,0.03164089,0.8974183,0.0006235698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03267166,0.005862561,0.4557528,0.04668441,0.005055026,0.2232945,0.01278947,0.01419238,0.2036973],"genre_scores_gemma":[0.03637531,0.001608994,0.8463984,0.00291441,0.0001595638,0.094878,0.003342508,0.0007261565,0.01359672],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8024676,"threshold_uncertainty_score":0.9798463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194295805264984,"score_gpt":0.4983777475143797,"score_spread":0.3789481669878813,"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."}}