{"id":"W4285494712","doi":"10.1186/s12877-022-03253-7","title":"Characterising Australian memory clinics: current practice and service needs informing national service guidelines","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Dementia Research; National Health and Medical Research Council","keywords":"Medicine; Memory clinic; Psychological intervention; Family medicine; Public health; Metropolitan area; Dementia; Service (business); Nursing; Cognition; Psychiatry; Cognitive impairment","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001905651,0.0001689662,0.0002188275,0.0003849638,0.000345305,0.00009673919,0.0001458088,0.0000490798,0.0004150488],"category_scores_gemma":[0.0009474285,0.0001721829,0.00006197907,0.001240215,0.00001690085,0.0004180105,0.0004189921,0.0004413506,0.00005518844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452888,"about_ca_system_score_gemma":0.0007456801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006685649,"about_ca_topic_score_gemma":0.00001010654,"domain_scores_codex":[0.9975467,0.0001389406,0.0005607649,0.0002592876,0.001151253,0.000343001],"domain_scores_gemma":[0.9972798,0.0002747771,0.000252961,0.0001731764,0.001827521,0.0001917992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005527337,0.003489247,0.6179434,0.007703303,0.0007121866,0.0001971299,0.01135498,0.0004278301,0.005791297,0.0009168288,0.0316205,0.3143159],"study_design_scores_gemma":[0.004349861,0.0004524371,0.1741952,0.00009686722,0.0004166221,0.0006073398,0.01157526,0.003903473,0.000191077,0.0001207316,0.8036328,0.0004583485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763424,0.000646967,0.0002115445,0.01877304,0.0007349093,0.0007532577,0.00006041788,0.00008331014,0.002394146],"genre_scores_gemma":[0.9039796,0.001567292,0.01775958,0.06480784,0.004122453,0.0005241275,0.001310343,0.0001483496,0.005780399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7720123,"threshold_uncertainty_score":0.7021416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0968740729281093,"score_gpt":0.409006489579306,"score_spread":0.3121324166511967,"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."}}