{"id":"W2766042180","doi":"10.1080/02687038.2017.1390206","title":"Speech and language production in Alzheimer’s disease","year":2017,"lang":"en","type":"article","venue":"Aphasiology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Production (economics); Language production; Speech production; Psychology; Linguistics; Word (group theory); Cognition; Neuroscience; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001612586,0.00004967571,0.00009794698,0.00006519481,0.0000740041,0.00001191454,0.00004739617,0.00002803198,0.0001314736],"category_scores_gemma":[0.000305069,0.00004002271,0.00001565796,0.00002022402,0.0001603883,0.00005852747,0.00005959576,0.00008593693,0.0000354619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006438952,"about_ca_system_score_gemma":0.00002963872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007314452,"about_ca_topic_score_gemma":0.00003439725,"domain_scores_codex":[0.999498,0.00003180951,0.00006730358,0.0001821159,0.00006696529,0.0001538761],"domain_scores_gemma":[0.999626,0.00001291863,0.00002469166,0.0002233966,0.00002556237,0.0000873942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002983008,0.0001199328,0.8617718,0.00001602218,0.00002471115,0.0004646713,0.00009146033,1.971484e-8,0.01051693,0.00005807935,0.0003137042,0.1263244],"study_design_scores_gemma":[0.0008191841,0.0001503781,0.9941669,0.00002031285,0.00003697999,0.00004011349,0.00008836406,0.00001051187,0.003542295,0.0002660172,0.0008194214,0.00003951622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917657,0.0007938664,0.000001632475,0.004084295,0.00008652729,0.0002702512,0.00000136881,0.00001146649,0.002984861],"genre_scores_gemma":[0.9987411,0.0001400072,0.00006187205,0.0002020783,0.0001026447,0.00002228221,0.000009801363,0.000004849321,0.0007153376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1323951,"threshold_uncertainty_score":0.1632079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03675689612881539,"score_gpt":0.3753516574010963,"score_spread":0.3385947612722809,"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."}}