{"id":"W2996259105","doi":"10.1523/jneurosci.1485-19.2019","title":"Task-Free Functional Language Networks: Reproducibility and Clinical Application","year":2019,"lang":"en","type":"review","venue":"Journal of Neuroscience","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Deafness and Other Communication Disorders; National Institute on Aging; National Institutes of Health; Canadian Centre for Applied Research in Cancer Control; Larry L. Hillblom Foundation","keywords":"Primary progressive aphasia; Supramarginal gyrus; Default mode network; Task (project management); Neuroscience; Brain mapping; Cognition; Functional magnetic resonance imaging; Computer science; Psychology; Cognitive psychology; Medicine; Frontotemporal dementia; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00911959,0.0004590742,0.0005683629,0.001225195,0.0003247487,0.0009841345,0.0008305083,0.0006370707,0.001076355],"category_scores_gemma":[0.02595519,0.0003312761,0.0006217062,0.0007920593,0.001037832,0.0009008088,0.0005929309,0.0005049654,0.0001357975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003123897,"about_ca_system_score_gemma":0.0003234763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443887,"about_ca_topic_score_gemma":0.002888199,"domain_scores_codex":[0.9971835,0.001083487,0.00019016,0.001223127,0.0002481359,0.00007152004],"domain_scores_gemma":[0.9885281,0.006647333,0.0015621,0.002382492,0.0007403524,0.0001396067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002744731,0.0001869361,0.7107404,0.002030495,0.01633271,0.0009935503,0.002715587,0.01478458,0.053596,0.005774197,0.003523147,0.1865777],"study_design_scores_gemma":[0.0002164079,0.0006057958,0.9203436,0.0002093658,0.003611817,0.003338178,0.0004631029,0.02946068,0.01237455,0.02300748,0.006265606,0.0001033094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.906081,0.007572055,0.08056493,0.0004413277,0.00009234707,0.0001710317,0.001621241,0.0002943249,0.003161816],"genre_scores_gemma":[0.9917588,0.0003939952,0.006835246,0.0000561043,0.00003620373,0.00008955862,0.0005949473,0.00006282263,0.000172332],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00911959,"threshold_uncertainty_score":0.04822958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360060078864943,"score_gpt":0.4098670479774781,"score_spread":0.2738610400909839,"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."}}