{"id":"W2000628384","doi":"10.12927/hcq.2005.17716","title":"Service Provision for Seniors: Challenges for Communities in Atlantic Canada","year":2005,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service delivery framework; Service (business); Population ageing; Business; Population; Face (sociological concept); Health care; Assisted living; Best practice; Gerontology; Medicine; Economic growth; Public relations; Environmental health; Political science; Marketing; Economics; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.001512858,0.0002818768,0.0005292522,0.0008718819,0.01872517,0.004191122,0.001552854,0.0009364032,0.003369221],"category_scores_gemma":[0.004606243,0.000244892,0.0003575979,0.002307007,0.002220798,0.00133764,0.004911189,0.001393091,0.0001965481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0450644,"about_ca_system_score_gemma":0.1396083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9831477,"about_ca_topic_score_gemma":0.9954822,"domain_scores_codex":[0.9970382,0.0003889352,0.00007986375,0.0001060848,0.0006275082,0.001759285],"domain_scores_gemma":[0.992658,0.0003571535,0.0004434779,0.00009201664,0.002109237,0.004340167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003134868,0.0004335816,0.414024,0.0006463829,0.00007729321,0.003979467,0.3084411,0.0007305496,0.001459463,0.006865468,0.04239479,0.2206344],"study_design_scores_gemma":[0.00002154836,0.0001132985,0.2125596,0.0003186454,0.00002744615,0.0003430198,0.7562865,0.000459045,0.0002018089,0.001257102,0.02835276,0.00005919375],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725059,0.0007975751,0.0002081296,0.01181089,0.00008622334,0.0001002387,0.0002753017,0.00002486149,0.0141909],"genre_scores_gemma":[0.995484,0.0007081379,0.0004380609,0.0009816751,0.00001450576,0.00002736215,0.0001131162,0.000006427207,0.002226766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0450644,"threshold_uncertainty_score":0.3269666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08260020426031936,"score_gpt":0.3682214312217901,"score_spread":0.2856212269614707,"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."}}