{"id":"W4220693002","doi":"10.3390/geriatrics7020035","title":"Barriers and Facilitators to Screening for Cognitive Impairment in Australian Rural Health Services: A Pilot Study","year":2022,"lang":"en","type":"article","venue":"Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"La Trobe University","keywords":"Medicine; Accreditation; Legislation; Thematic analysis; Nursing; Focus group; Health care; Cognitive impairment; Rural area; Rural health; Qualitative research; Family medicine; Cognition; Medical education; Psychiatry; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.007134884,0.0004058006,0.0006321896,0.0009665858,0.004013184,0.001530585,0.0008423883,0.0005625911,0.002075313],"category_scores_gemma":[0.01242201,0.0006331294,0.0004636023,0.001187509,0.001992821,0.001090592,0.003568006,0.001051814,0.0002004279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00441503,"about_ca_system_score_gemma":0.01212719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1073407,"about_ca_topic_score_gemma":0.1809437,"domain_scores_codex":[0.9950514,0.002690979,0.0002640611,0.0002226053,0.0004222759,0.001348704],"domain_scores_gemma":[0.9908953,0.004406045,0.001285866,0.0002331614,0.001540411,0.001639193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002339537,0.001031828,0.08707163,0.0007632225,0.00002223019,0.001190449,0.8900824,0.00007114297,0.0008354363,0.000220524,0.0005778471,0.01789938],"study_design_scores_gemma":[0.0000368233,0.001387267,0.1290956,0.0003252032,0.00003029644,0.0002798052,0.8661426,0.0001637321,0.0001835068,0.0001229712,0.002209371,0.00002288614],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988012,0.00009218074,0.000058341,0.0002011163,0.000003640437,0.000204563,0.00002439255,0.000001563988,0.0006128264],"genre_scores_gemma":[0.9982244,0.00031851,0.00038283,0.0001661781,0.000004845119,0.0003103757,0.00002171819,0.000002104532,0.0005689373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1073407,"threshold_uncertainty_score":0.2134318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0538864677993392,"score_gpt":0.3972052927439306,"score_spread":0.3433188249445914,"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."}}