{"id":"W4393050471","doi":"10.21037/acr-23-162","title":"The importance of attentive primary care in the early identification of mild cognitive impairment: case series","year":2024,"lang":"en","type":"article","venue":"AME Case Reports","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Identification (biology); Primary care; Series (stratigraphy); Cognition; Psychology; Primary (astronomy); Cognitive psychology; Developmental psychology; Medicine; Psychiatry; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001212493,0.0001349207,0.0002261963,0.000132847,0.0001179473,0.00005347566,0.00004302815,0.00004898751,0.00002584701],"category_scores_gemma":[0.0001484834,0.00008083774,0.0001479735,0.0004822157,0.0003464138,0.0001840046,0.0000580942,0.0002241252,0.000003886436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008466026,"about_ca_system_score_gemma":0.0002653093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002488135,"about_ca_topic_score_gemma":0.0002608054,"domain_scores_codex":[0.9980415,0.0001516467,0.0007290038,0.0003133661,0.0005254032,0.0002391256],"domain_scores_gemma":[0.9985374,0.0002822471,0.0002611782,0.000365269,0.0005006171,0.00005327015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0003529263,0.0002266115,0.3203227,0.001069243,0.0002564072,0.6575725,0.01007464,2.120279e-7,0.001474994,0.00009456665,0.0001806108,0.008374648],"study_design_scores_gemma":[0.0007539963,0.001113663,0.4864697,0.001057992,0.0005427363,0.4380855,0.05366953,0.00001515678,0.01746966,0.0003057302,0.0003520366,0.0001643164],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911398,0.005259293,0.00001438512,0.000311728,0.0001186918,0.001334734,0.00005654768,0.00001859867,0.001746223],"genre_scores_gemma":[0.9988513,0.0002154803,0.000008785127,0.00006015391,0.00004011604,0.000182605,0.00007761565,0.00001644324,0.0005475222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.219487,"threshold_uncertainty_score":0.3296467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485188516613658,"score_gpt":0.3150143334309277,"score_spread":0.3001624482647912,"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."}}