{"id":"W2798153306","doi":"10.1177/1352458518770086","title":"The link between depression and performance on the Symbol Digit Modalities Test: Mechanisms and clinical significance","year":2018,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Spatial Neglect and Hemispheric Dysfunction","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Psychology; Depression (economics); Symbol (formal); Audiology; Contrast (vision); Cognitive psychology; Developmental psychology; Medicine; Artificial intelligence; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005090007,0.000331612,0.0003805535,0.0006282194,0.000183851,0.0004405456,0.0003063199,0.00053781,0.002078187],"category_scores_gemma":[0.003189645,0.0001727477,0.0002251234,0.0003767508,0.0004361859,0.0003130662,0.0002678955,0.0004486253,0.0002094753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002421481,"about_ca_system_score_gemma":0.0002145023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244034,"about_ca_topic_score_gemma":0.0009622272,"domain_scores_codex":[0.9997476,0.00006037116,0.00003351712,0.000061411,0.00007033792,0.00002685067],"domain_scores_gemma":[0.9979534,0.000684365,0.001019021,0.00009019471,0.0001302634,0.0001226967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002045512,0.0003412284,0.9824175,0.00003961187,0.0001944005,0.0008420352,0.00007209081,0.0001071201,0.006051476,0.00007416947,0.00007377703,0.007740955],"study_design_scores_gemma":[0.00002399513,0.0003079407,0.9980464,0.000004387858,0.00003970741,0.0008955447,0.00001855272,0.000180194,0.0003980827,0.00005267024,0.00003011851,0.000002419849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984764,0.0006973706,0.0001413809,0.0001212547,0.000005320503,0.00001491338,0.0001226857,0.000005865047,0.0004146557],"genre_scores_gemma":[0.9995531,0.0001485278,0.00009429263,0.00002130896,0.0000115132,0.000004744744,0.00007206076,9.509163e-7,0.00009340559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002078187,"threshold_uncertainty_score":0.006952167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0998675238780978,"score_gpt":0.2777022262227237,"score_spread":0.1778347023446259,"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."}}