{"id":"W2618291069","doi":"10.1186/s12889-017-4392-7","title":"Capturing how age-friendly communities foster positive health, social participation and health equity: a study protocol of key components and processes that promote population health in aging Canadians","year":2017,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke; McMaster University; University of Manitoba; Centre Hospitalier Universitaire de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Biostatistics; Public health; Health equity; Protocol (science); Equity (law); Environmental health; Gerontology; Population health; Social determinants of health; Nursing; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04355769,0.00203594,0.002146516,0.003862817,0.01980927,0.003941835,0.004373817,0.003397019,0.02684551],"category_scores_gemma":[0.03284682,0.002608449,0.004295935,0.004713955,0.003926307,0.002457516,0.004107365,0.005634653,0.003419669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06584429,"about_ca_system_score_gemma":0.2277421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5397367,"about_ca_topic_score_gemma":0.7490521,"domain_scores_codex":[0.9807383,0.008963913,0.002448126,0.001972587,0.002261297,0.003615629],"domain_scores_gemma":[0.9733017,0.00430494,0.001569112,0.002178494,0.01463663,0.004009118],"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":[0.01504673,0.02475753,0.05493761,0.02454218,0.0006071631,0.003166736,0.2100767,0.008926146,0.007018768,0.03311779,0.1784113,0.4393914],"study_design_scores_gemma":[0.02104276,0.009682064,0.1767805,0.01580413,0.0006650886,0.0003183403,0.1155367,0.006116834,0.004920769,0.01337625,0.6347092,0.0010473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0113643,0.000236091,0.003403577,0.000810666,0.0001452084,0.976963,0.003329436,0.00004617786,0.00370154],"genre_scores_gemma":[0.007446154,0.0003235521,0.009453407,0.0004335572,0.00003456545,0.9802335,0.0006682963,0.000007030714,0.001399986],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4602633,"threshold_uncertainty_score":0.9259478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2649574436128709,"score_gpt":0.472159829061374,"score_spread":0.2072023854485031,"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."}}