{"id":"W2979513788","doi":"10.1080/13814788.2019.1673723","title":"Dementia in Hungary: General practitioners’ routines and perspectives regarding early recognition","year":2019,"lang":"en","type":"article","venue":"European Journal of General Practice","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Identification (biology); Context (archaeology); Global Positioning System; Quarter (Canadian coin); Likert scale; Medical education; Nursing; Family medicine; Psychology; Disease; Developmental psychology","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":[0.001601102,0.0001096058,0.000248218,0.0004808822,0.0009210492,0.001423354,0.0003364928,0.0006963726,0.0008593983],"category_scores_gemma":[0.004837213,0.0001942344,0.0001682153,0.0007896108,0.001085764,0.0005859245,0.0009966395,0.0005823031,0.00009472619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00196392,"about_ca_system_score_gemma":0.001883918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02119423,"about_ca_topic_score_gemma":0.02165804,"domain_scores_codex":[0.9984328,0.0008428956,0.0001240318,0.0001060069,0.0002080553,0.0002861729],"domain_scores_gemma":[0.9971309,0.001181103,0.0007933207,0.000070243,0.000259429,0.0005649884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003424018,0.0001674583,0.5428634,0.0007455908,0.00007391252,0.008070809,0.3704168,0.0003068785,0.002157568,0.0008290748,0.004603844,0.06942225],"study_design_scores_gemma":[0.00003630892,0.0002861257,0.5511643,0.0004805179,0.00004656111,0.003322562,0.4332089,0.0002393929,0.0002177726,0.0003704148,0.01057378,0.00005330484],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942666,0.001303752,0.00007785487,0.002855481,0.00002908636,0.00000755652,0.00004777166,0.000004065481,0.00140794],"genre_scores_gemma":[0.9986188,0.0006734899,0.00008469559,0.0004681661,0.00001325016,0.000003576501,0.00001815026,9.586153e-7,0.000118937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02119423,"threshold_uncertainty_score":0.04214174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106791887088728,"score_gpt":0.307135137692378,"score_spread":0.2760672188214908,"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."}}