{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002965479,0.0001714839,0.0003596297,0.0001705421,0.0001979672,0.00002305023,0.00003398644,0.00006445985,0.000002992428],"category_scores_gemma":[0.00003538442,0.0001339735,0.00002068794,0.0000898455,0.0001579449,0.0002075824,0.0001098972,0.0002142292,8.311038e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008571298,"about_ca_system_score_gemma":0.0004856161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1930843,"about_ca_topic_score_gemma":0.3948263,"domain_scores_codex":[0.9987037,0.00008244732,0.0002812536,0.000183665,0.0002751132,0.0004738883],"domain_scores_gemma":[0.9993452,0.00004743836,0.0000891293,0.00009549705,0.0001254821,0.0002972622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002464596,0.000009162675,0.02690413,0.00274958,0.00004076053,0.000006342347,0.05568043,1.627854e-7,0.0001032895,0.00005290825,0.0000150682,0.9141917],"study_design_scores_gemma":[0.001887993,0.0009257191,0.439469,0.0007298705,0.00003039585,0.00006485487,0.5559333,0.0002362892,0.0001412294,0.00002684374,0.0004413239,0.0001132116],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335346,0.0622156,0.00001396156,0.002565096,0.00002725415,0.0005412829,0.000007409519,0.00001118302,0.001083656],"genre_scores_gemma":[0.9817414,0.01753684,0.0003232434,0.0002259593,0.00004799913,0.000001230681,0.00001519913,0.00001100914,0.00009713041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9140785,"threshold_uncertainty_score":0.8122891,"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."}}