{"id":"W2582163955","doi":"10.12927/hcq.2017.25011","title":"Primary Care Collaborative Memory Clinics: Building Capacity for Optimized Dementia Care","year":2017,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Parkwood Institute; Lawson Health Research Institute; Ottawa Hospital; Research Institute for Aging","funders":"","keywords":"Dementia; Primary care; Nursing; Medicine; Psychology; Family medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004866432,0.000304128,0.0006498848,0.000154799,0.001266935,0.0002168579,0.0003196981,0.0002082648,0.00006297245],"category_scores_gemma":[0.0001255559,0.000286254,0.0002558982,0.0001013275,0.0002144681,0.0003095129,0.0000537846,0.0003858803,0.00002964818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003998342,"about_ca_system_score_gemma":0.00134546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003506304,"about_ca_topic_score_gemma":0.0002729001,"domain_scores_codex":[0.9971969,0.0002022545,0.0005470421,0.000671299,0.0005974866,0.0007850553],"domain_scores_gemma":[0.9958028,0.0001407197,0.0003388761,0.0008773556,0.002366662,0.000473562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003553278,0.0003003266,0.09701625,0.008891868,0.0006665647,0.0001109308,0.02488496,0.000001004015,0.001456418,0.0005897878,0.001339102,0.8611895],"study_design_scores_gemma":[0.05501773,0.03733714,0.6399463,0.003452718,0.001808229,0.00007707567,0.1844538,0.0001948241,0.01012334,0.0009157567,0.06473494,0.001938047],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674869,0.006357454,0.003243652,0.004831194,0.001086221,0.006595707,0.000657819,0.0001844635,0.009556635],"genre_scores_gemma":[0.9715646,0.0001098638,0.02542349,0.001011987,0.000510562,0.0006751189,0.0003813255,0.0000569385,0.0002661432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8592514,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779521120648536,"score_gpt":0.3846062243950921,"score_spread":0.3468110131886067,"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."}}