{"id":"W7065515700","doi":"","title":"The Effect of Bilingual Exposure on Language and Cognitive Recovery in Children following Stroke","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Stroke (engine); Cognition; Neuroscience of multilingualism; Expressive language; Stroke recovery; Aphasia; Outcome (game theory)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004007321,0.0003043835,0.0004245981,0.00007741766,0.0001773557,0.00007739115,0.0001046146,0.000111726,0.00003779013],"category_scores_gemma":[0.00007344832,0.0002376783,0.000173338,0.0001992859,0.0000338659,0.0000708269,0.00003455456,0.0004029531,0.000009613073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001958375,"about_ca_system_score_gemma":0.000146366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002150956,"about_ca_topic_score_gemma":0.0001272681,"domain_scores_codex":[0.9986432,0.0001921104,0.0003044727,0.0003311118,0.0002231539,0.0003060135],"domain_scores_gemma":[0.9988367,0.0006994377,0.0002185359,0.0001628592,0.0000322146,0.0000502459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009732937,0.00004922192,0.805339,0.00008301117,0.0006652107,0.000007740227,0.02266021,0.00002884878,0.009812139,0.00001072337,0.00000280022,0.1603678],"study_design_scores_gemma":[0.002695455,0.0009499649,0.4591831,0.001250022,0.000233736,6.827871e-7,0.03009508,0.0001220904,0.5050601,0.000003760863,0.00001084089,0.0003951722],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957494,0.002385616,0.000002651546,0.000007628139,0.0003244646,0.0005080904,0.00003278699,0.000005492598,0.0009838935],"genre_scores_gemma":[0.9971684,0.00007202638,0.00000650402,0.000003350042,0.0001141494,0.00003621141,0.000342436,0.00002418216,0.0022328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.495248,"threshold_uncertainty_score":0.9692239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004705855154672972,"score_gpt":0.2828757210245372,"score_spread":0.2781698658698643,"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."}}