{"id":"W2793137171","doi":"10.22454/fammed.2018.221401","title":"Education to Improve Dementia Care:","year":2018,"lang":"en","type":"article","venue":"Family Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Health Sciences Centre; Centre for Family Medicine; Western University","funders":"Canadian Institutes of Health Research","keywords":"Dementia; Cognition; Cognitive impairment; Psychology; Clinical Practice; Medicine; MEDLINE; Clinical psychology; Psychiatry; Family medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003249935,0.0002710773,0.0002419505,0.0004141787,0.0006037526,0.001125911,0.0005670062,0.001565497,0.005441024],"category_scores_gemma":[0.006139718,0.00008658324,0.0001671895,0.0003961031,0.0006095939,0.001005445,0.001544464,0.001110533,0.0007359872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008999505,"about_ca_system_score_gemma":0.004260536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696864,"about_ca_topic_score_gemma":0.002685643,"domain_scores_codex":[0.9989499,0.0004873121,0.00007616645,0.00009070265,0.0002519074,0.0001440407],"domain_scores_gemma":[0.9972695,0.0008071648,0.0003786917,0.00007264559,0.000428003,0.001044091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001191966,0.001159487,0.01138765,0.006309605,0.00002428217,0.0002539769,0.002340631,0.0001659409,0.0007373447,0.0021595,0.0366721,0.9386704],"study_design_scores_gemma":[0.0006403131,0.004916388,0.3342173,0.0506268,0.0003067675,0.005375789,0.01643648,0.001441439,0.003143985,0.01427345,0.5685269,0.00009452669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2374866,0.2584504,0.005898154,0.4047233,0.006924729,0.0008895383,0.000402801,0.0002904715,0.08493394],"genre_scores_gemma":[0.7841766,0.1278805,0.01562641,0.05390409,0.003104864,0.000850158,0.0004175354,0.00002210948,0.01401769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005441024,"threshold_uncertainty_score":0.01820201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869562680057204,"score_gpt":0.3793395371622145,"score_spread":0.3506439103616424,"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."}}