{"id":"W2190920317","doi":"10.3390/diagnostics5040577","title":"Role of Hybrid Brain Imaging in Neuropsychiatric Disorders","year":2015,"lang":"en","type":"review","venue":"Diagnostics","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; St Joseph's Health Care; Parkwood Institute; Western University","funders":"","keywords":"Neuroscience; Neuroimaging; Scope (computer science); Modalities; Functional Brain Imaging; Biomarker; Functional imaging; Medicine; Psychology; Computer science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003213954,0.0003571363,0.001018995,0.0004632001,0.00005383829,0.00002389521,0.0004238629,0.00004811825,0.000008767794],"category_scores_gemma":[0.0569086,0.0003377759,0.0002335864,0.0008754774,0.0001549044,0.00008853591,0.0002757502,0.0003982518,0.00008374724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009495398,"about_ca_system_score_gemma":0.0002625698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003222526,"about_ca_topic_score_gemma":0.00003035082,"domain_scores_codex":[0.9977258,0.0003918141,0.0005303006,0.0006323701,0.0003931636,0.0003264883],"domain_scores_gemma":[0.9748378,0.02431339,0.0003275427,0.0004046905,0.00004738736,0.00006919073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003489435,0.0002182998,0.0007396148,0.00191082,0.000008080737,0.00004331,0.00004549589,0.00002866119,0.000002886633,0.000880646,0.02716844,0.9689503],"study_design_scores_gemma":[0.0001593582,0.00004380903,0.0000775716,0.001065973,0.00008270681,0.00003023225,0.00001759813,0.00005305052,0.000006204033,0.002374833,0.9957976,0.0002910634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006659847,0.9953905,0.00001245204,0.0006410035,0.000832752,0.0005984611,0.0001889229,0.00004903717,0.002220268],"genre_scores_gemma":[0.0004517413,0.9985912,0.00002886934,0.0005870696,0.0001353924,0.00008152694,0.00001368296,0.00006642242,0.00004407213],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9686592,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380807236624046,"score_gpt":0.3106887059244572,"score_spread":0.2768806335582167,"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."}}