{"id":"W3037596703","doi":"","title":"Atypical Structural Connectivity and Integrity in Children with Hydrocephalus and its Relation to Executive Function","year":2020,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada First Research Excellence Fund; Children's Health Research Institute","keywords":"Relation (database); Function (biology); Hydrocephalus; Structural integrity; Psychology; Computer science; Medicine; Engineering; Radiology; Data mining; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000252301,0.0002822232,0.0002002516,0.001205911,0.0002696544,0.0003773481,0.0001695137,0.0002544585,0.000996033],"category_scores_gemma":[0.001495249,0.0001513428,0.0001637814,0.0005204215,0.0004715752,0.0004343671,0.000382954,0.0002623031,0.0000886589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002936177,"about_ca_system_score_gemma":0.0002645275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004045944,"about_ca_topic_score_gemma":0.008648236,"domain_scores_codex":[0.9998395,0.00002583609,0.00001869953,0.00004565739,0.00003492045,0.00003528752],"domain_scores_gemma":[0.9993309,0.0001078991,0.0004079122,0.00002954128,0.00004033901,0.00008343583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007566027,0.00002779428,0.9930137,0.00002209844,0.00002696223,0.0009765913,0.0004377296,0.00006610336,0.002187371,0.00007123232,0.00006690254,0.003027868],"study_design_scores_gemma":[0.000001017797,0.00002928175,0.9983898,0.000004428361,0.000005598768,0.001049324,0.000241133,0.00005915195,0.0001471763,0.00003599632,0.00003581485,0.000001274766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997322,0.00005022483,0.00002687541,0.0000127525,7.793104e-7,0.000001666901,0.00004090117,0.000001959044,0.0001325812],"genre_scores_gemma":[0.9996606,0.00008663147,0.0001123142,0.000006833113,0.000002379859,0.000004000319,0.00007030974,0.000001606287,0.00005544968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004045944,"threshold_uncertainty_score":0.008044779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0864943416780057,"score_gpt":0.2892693990076142,"score_spread":0.2027750573296085,"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."}}