{"id":"W4400723705","doi":"10.4088/pcc.24m03708","title":"Mild Cognitive Impairment","year":2024,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Psychology; Cognition; Neuroscience","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":[0.0002579707,0.0001990758,0.0002240301,0.0001440442,0.0002327943,0.00009179373,0.0001455465,0.00005033031,0.0002681479],"category_scores_gemma":[0.00002235509,0.0001331734,0.0003165051,0.0002812467,0.000172596,0.00009498736,0.0001089593,0.0002369751,0.0001687572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000203417,"about_ca_system_score_gemma":0.0002581853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002641626,"about_ca_topic_score_gemma":0.00001649405,"domain_scores_codex":[0.9985479,0.00006425796,0.000203996,0.0003513422,0.0004134193,0.0004191459],"domain_scores_gemma":[0.9992371,0.0002249308,0.00002512572,0.0002040134,0.0001886994,0.000120121],"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":[0.005776107,0.002510732,0.09851326,0.01152982,0.003503157,0.00008413005,0.01717395,0.00001993334,0.002267639,0.009976706,0.1158254,0.7328191],"study_design_scores_gemma":[0.01191253,0.005443281,0.6822908,0.002189989,0.001944366,0.00008389603,0.02776062,0.002007381,0.002723554,0.004375913,0.2583073,0.0009603938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8739315,0.01890285,0.009041957,0.009081048,0.001020845,0.006771739,0.0003149351,0.0005910264,0.08034411],"genre_scores_gemma":[0.9952725,0.0004074461,0.0001049008,0.0011561,0.0001412857,0.0004234916,0.0006949375,0.00004551726,0.00175381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7318588,"threshold_uncertainty_score":0.5430652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895235455007306,"score_gpt":0.3140963575837742,"score_spread":0.2951440030337011,"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."}}