{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001668287,0.0001904879,0.0003877428,0.0003983754,0.001412179,0.0000192584,0.000150874,0.00003717892,0.0001734255],"category_scores_gemma":[0.00006410015,0.0002009627,0.00004309313,0.0008470821,0.00001454377,0.00007282064,0.0002505404,0.0003859231,0.000008233775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004539222,"about_ca_system_score_gemma":0.0003772316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008036501,"about_ca_topic_score_gemma":0.00184442,"domain_scores_codex":[0.997348,0.0006295548,0.0005714067,0.000376902,0.0003069211,0.0007671854],"domain_scores_gemma":[0.9988002,0.0003490915,0.0001801576,0.0001709982,0.00008814497,0.00041139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004209956,0.0005623816,0.6703304,0.00103814,0.00008702512,0.00001779641,0.2948046,0.0001822458,0.00001997322,0.00005184603,0.01898534,0.009710269],"study_design_scores_gemma":[0.004479441,0.008653964,0.2447138,0.00007682849,0.00003704463,0.000001731286,0.7367644,0.00002949821,6.358437e-7,0.00009082078,0.00491154,0.0002403641],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908774,0.0001936899,0.0001848098,0.001996389,0.0009429837,0.005063736,0.0006375352,0.00007219792,0.00003120974],"genre_scores_gemma":[0.9964032,0.0000108199,0.0005257223,0.0009714387,0.0001324504,0.001417083,0.00007028093,0.00002837005,0.0004406262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4419597,"threshold_uncertainty_score":0.9998878,"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."}}