{"id":"W3177213229","doi":"10.5281/zenodo.1284131","title":"Dementia Screening Tools In General Practice","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Psychology; Data science; Computer science; Medicine; Pathology; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00591221,0.0003691836,0.000911293,0.004706179,0.0005416548,0.001610252,0.0006918741,0.0009806368,0.00711316],"category_scores_gemma":[0.02579224,0.0003353701,0.001143355,0.00375452,0.0002909098,0.001338167,0.001904164,0.001093361,0.002612792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160741,"about_ca_system_score_gemma":0.00218423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005489477,"about_ca_topic_score_gemma":0.007872955,"domain_scores_codex":[0.9952778,0.00181426,0.0008484171,0.0003457876,0.001309738,0.000404028],"domain_scores_gemma":[0.9942557,0.002230263,0.001188057,0.0001896616,0.001331892,0.0008044205],"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":[0.0005442449,0.0006887348,0.2348357,0.003492409,0.0004367785,0.0005352689,0.001889504,0.0002718059,0.0003005626,0.0008643759,0.1185098,0.6376309],"study_design_scores_gemma":[0.0003855906,0.0008099026,0.9113518,0.006772726,0.000411818,0.002636547,0.003115322,0.0008292571,0.000289488,0.003040977,0.07025479,0.0001018326],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6319953,0.1326262,0.008325542,0.05132335,0.004560499,0.006329524,0.0255846,0.001801885,0.1374533],"genre_scores_gemma":[0.898508,0.04457822,0.0237216,0.006176698,0.0007042814,0.004087719,0.01362189,0.000107085,0.008494466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00711316,"threshold_uncertainty_score":0.03126717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6127716787355498,"score_gpt":0.6670402076403237,"score_spread":0.05426852890477385,"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."}}