{"id":"W6976882031","doi":"10.6084/m9.figshare.19380988.v1","title":"Additional file 3 of Improving dementia care: insights from audit and feedback in interdisciplinary primary care sites","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; McGill University; McMaster University; University of Waterloo; Jewish General Hospital","funders":"","keywords":"Primary care; Audit; Dementia; Focus (optics); Focus group; Audit trail","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00917048,0.0006945804,0.0009564014,0.003560274,0.001479184,0.002063117,0.001707016,0.0008228014,0.8030837],"category_scores_gemma":[0.1158592,0.0004664799,0.0008479547,0.006444258,0.0003476987,0.00284847,0.001717782,0.0009252165,0.0777746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002555209,"about_ca_system_score_gemma":0.004414286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01417476,"about_ca_topic_score_gemma":0.02358596,"domain_scores_codex":[0.9946307,0.002283064,0.001220655,0.0003546021,0.001090238,0.0004207673],"domain_scores_gemma":[0.843118,0.118816,0.009256978,0.004215602,0.02214091,0.00245246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003792641,0.0001373955,0.003097551,0.002983614,0.00001839278,0.00003731653,0.0005387315,0.000157607,0.00001862031,0.0004477231,0.9766018,0.01558196],"study_design_scores_gemma":[0.007818356,0.0008217634,0.1204136,0.01795422,0.0002322684,0.0003812118,0.01020811,0.001803248,0.0007026428,0.007875034,0.8315169,0.0002726743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001240735,0.00003304265,0.0004384945,0.0006524128,0.00006845272,0.002137467,0.9891593,0.0002830905,0.005986945],"genre_scores_gemma":[0.05747281,0.000573493,0.01755155,0.002558569,0.00036369,0.09046981,0.7816785,0.00122113,0.04811045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8030837,"threshold_uncertainty_score":0.2808772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524226624443962,"score_gpt":0.2574186422076294,"score_spread":0.2421763759631898,"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."}}