{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006770387,0.0007422341,0.001135372,0.003112125,0.0002577652,0.00102278,0.0006535766,0.001109441,0.00324504],"category_scores_gemma":[0.001137774,0.0002371416,0.0005844752,0.001726779,0.0005178341,0.001253747,0.0007528978,0.001187468,0.001363917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005483948,"about_ca_system_score_gemma":0.001029294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035945,"about_ca_topic_score_gemma":0.00171884,"domain_scores_codex":[0.9997911,0.0000448701,0.00004146087,0.00004065693,0.00006486756,0.00001711485],"domain_scores_gemma":[0.9995296,0.0002941621,0.00005231321,0.0000119911,0.00009203934,0.00001991689],"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":[0.00005923931,0.00004878356,0.000355961,0.02195415,0.0001429546,0.0005606136,0.0000906943,0.0003530441,0.001866038,0.004483186,0.01852053,0.9515648],"study_design_scores_gemma":[0.00001763708,0.0001260344,0.001888176,0.01127016,0.0003228076,0.009303009,0.0001208819,0.0002059665,0.001557957,0.004766944,0.9703727,0.00004771089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001068828,0.9985904,0.0001761293,0.0001836597,0.00008480487,0.000003387042,0.00001332118,0.00000647748,0.0008350244],"genre_scores_gemma":[0.001029778,0.9980494,0.0002968387,0.0001546578,0.000149941,0.000005941495,0.00002327172,0.000001809639,0.0002884442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00324504,"threshold_uncertainty_score":0.01085567,"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."}}