{"id":"W2963786692","doi":"10.34171/mjiri.33.53","title":"Study protocol: Language profile in mild cognitive impairment: A prospective study.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Cognitive test; Montreal Cognitive Assessment; Test (biology); Language assessment; Cognitive impairment; Developmental psychology; Cognitive psychology; Psychiatry","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":[0.01176243,0.003489332,0.004339109,0.002276283,0.003590097,0.001927877,0.002178514,0.003282651,0.03450586],"category_scores_gemma":[0.007571291,0.00266133,0.001466018,0.001914418,0.00161792,0.002411917,0.00155264,0.003336748,0.01888023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907062,"about_ca_system_score_gemma":0.01030394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002300364,"about_ca_topic_score_gemma":0.003521199,"domain_scores_codex":[0.9970145,0.0009960055,0.0006844265,0.0005587823,0.0004151529,0.0003310494],"domain_scores_gemma":[0.9947413,0.0005673415,0.0007461056,0.0009537169,0.001528151,0.001463273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5901417,0.08975152,0.100682,0.01784583,0.001219797,0.003310069,0.001859385,0.002655237,0.01555915,0.003202076,0.06121551,0.1125577],"study_design_scores_gemma":[0.3782788,0.209695,0.2584046,0.004292557,0.001325412,0.001747019,0.001585097,0.002178818,0.004895093,0.003810166,0.1331022,0.0006851573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03158846,0.0007311226,0.00319369,0.0002388962,0.0002845294,0.9492798,0.01200859,0.0001636074,0.002511235],"genre_scores_gemma":[0.01403076,0.0004658552,0.003568065,0.0006047629,0.0001271948,0.9731521,0.005707481,0.00002406057,0.002319766],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03450586,"threshold_uncertainty_score":0.1154336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231849420577527,"score_gpt":0.3419916889309857,"score_spread":0.3196731947252104,"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."}}