{"id":"W2625590526","doi":"10.15557/pipk.2017.0001","title":"Can we predict cognitive deficits based on cognitive complaints?","year":2017,"lang":"en","type":"article","venue":"Psychiatria i Psychologia Kliniczna","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Cognitive psychology; Clinical psychology; Medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001298136,0.0006098217,0.000818719,0.0004726047,0.001057788,0.000252732,0.0006443858,0.000369465,0.001907155],"category_scores_gemma":[0.002040115,0.0005191571,0.0005237347,0.0002768374,0.0007858814,0.0001526796,0.00014008,0.001155667,0.001477973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000799566,"about_ca_system_score_gemma":0.000361186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004967484,"about_ca_topic_score_gemma":0.00004947565,"domain_scores_codex":[0.9952348,0.0003737874,0.0007668855,0.001386554,0.001131681,0.001106294],"domain_scores_gemma":[0.9959735,0.0009144124,0.0005829627,0.001210678,0.0006727408,0.0006456907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01434349,0.004275095,0.9060754,0.0002037611,0.0006332144,0.0003503461,0.0001724289,0.000001281207,0.0001232233,0.0003397944,0.009613873,0.06386809],"study_design_scores_gemma":[0.02971933,0.007737677,0.9551517,0.00166319,0.0007199041,0.00006727505,0.0007632102,0.0005867695,0.0003888317,0.001288767,0.001269987,0.0006433866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7900901,0.0002795247,0.001060497,0.01840057,0.002405205,0.003313794,0.00055527,0.0003049349,0.1835901],"genre_scores_gemma":[0.9903842,0.0003026646,0.0005174959,0.005578523,0.0007957461,0.0002820488,0.0002675529,0.00009135264,0.001780404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2002941,"threshold_uncertainty_score":0.999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0555411958666738,"score_gpt":0.3973758922453619,"score_spread":0.3418346963786881,"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."}}