{"id":"W2411812122","doi":"10.22605/rrh2747","title":"Rural and remote dementia care challenges and needs: perspectives of formal and informal care providers residing in Saskatchewan, Canada","year":2014,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; McMaster University","funders":"","keywords":"Thematic analysis; Referral; Nursing; Dementia; Context (archaeology); Health care; Needs assessment; Medicine; Service provider; Family medicine; Psychology; Qualitative research; Service (business); Sociology; Business; Geography; Political science","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":[0.001790637,0.0003037311,0.0004446876,0.0008484194,0.0175881,0.003235051,0.001237335,0.0007543241,0.003348525],"category_scores_gemma":[0.003026902,0.0004165505,0.0002559366,0.002387956,0.003091143,0.001157181,0.003610293,0.001732531,0.0002214535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03848655,"about_ca_system_score_gemma":0.1044863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9851435,"about_ca_topic_score_gemma":0.9956931,"domain_scores_codex":[0.9980993,0.0005441384,0.00008315811,0.0001255594,0.0002865784,0.0008612373],"domain_scores_gemma":[0.9960814,0.0007914404,0.0003164272,0.00005575075,0.001285125,0.001469766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009848046,0.000186203,0.1552009,0.0004067109,0.00003983345,0.002764515,0.8070503,0.0002191778,0.001583193,0.001120048,0.006076984,0.02525361],"study_design_scores_gemma":[0.000008901851,0.00004381343,0.05250291,0.0002120103,0.00001171726,0.0002143608,0.941363,0.0001149293,0.00006302201,0.000102381,0.005337816,0.00002516184],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901077,0.0008513278,0.0001071058,0.004325884,0.00002235615,0.0000829087,0.0001591609,0.000004799429,0.004338784],"genre_scores_gemma":[0.9938116,0.001537315,0.0003045175,0.001733548,0.000006970834,0.00006783471,0.0001004178,0.000006249085,0.00243149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03848655,"threshold_uncertainty_score":0.2792407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018800237556262,"score_gpt":0.2718979791224614,"score_spread":0.2617099767468988,"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."}}