{"id":"W2274854214","doi":"10.1371/journal.pone.0149547","title":"Reliability of Task-Based fMRI for Preoperative Planning: A Test-Retest Study in Brain Tumor Patients and Healthy Controls","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Functional magnetic resonance imaging; Reliability (semiconductor); Medicine; Brain tumor; Verbal fluency test; Fluency; Magnetic resonance imaging; Neuroimaging; Brain mapping; Audiology; Laterality; Psychology; Neuropsychology; Neuroscience; Cognition; Pathology; Radiology","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":[0.003456142,0.0005156912,0.0004367857,0.0008076937,0.0004419089,0.0005757465,0.0004209029,0.0007534486,0.0006442423],"category_scores_gemma":[0.01302951,0.0002760889,0.0003323624,0.0002566333,0.0009277248,0.0005116626,0.0004664337,0.0004804133,0.0003575425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002592922,"about_ca_system_score_gemma":0.0001846743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204524,"about_ca_topic_score_gemma":0.001656754,"domain_scores_codex":[0.9982823,0.0005332528,0.0002099907,0.0005273281,0.0003360147,0.0001109864],"domain_scores_gemma":[0.9928564,0.003322502,0.001176279,0.001038587,0.001227696,0.0003785912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002405643,0.0006471313,0.9636719,0.00008414526,0.0005336266,0.0004224886,0.003526505,0.0004778031,0.01254144,0.00008668815,0.0003408042,0.01526174],"study_design_scores_gemma":[0.00005588583,0.001408318,0.9951864,0.000007332575,0.00009027126,0.0006794996,0.0003306567,0.0007384344,0.00112807,0.00008258579,0.0002760736,0.00001652798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989752,0.0001447415,0.0005047318,0.00001159136,0.00001417607,0.00003331004,0.0000568897,0.00001307834,0.0002464344],"genre_scores_gemma":[0.9994281,0.00002752978,0.0002986778,0.0000107052,0.000008913446,0.00002917688,0.0001086703,0.00000625106,0.00008195081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003456142,"threshold_uncertainty_score":0.01827806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06270132516945243,"score_gpt":0.2852364827545283,"score_spread":0.2225351575850759,"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."}}