{"id":"W4294189365","doi":"10.1192/j.eurpsy.2022.429","title":"A multicentric multimodal in vivo microscopy MRI study of bipolar disorder reveals axonal loss and demyelination","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto; Ontario Brain Institute","funders":"","keywords":"Cingulum (brain); White matter; Corpus callosum; Splenium; Uncinate fasciculus; Inferior longitudinal fasciculus; Magnetic resonance imaging; Tractography; Arcuate fasciculus; Myelin; Medicine; Superior longitudinal fasciculus; Anatomy; Fornix; Neuroscience; Pathology; Fractional anisotropy; Psychology; Central nervous system; Radiology; Hippocampus","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":[0.0001939447,0.000281605,0.0001808126,0.000765118,0.0003336466,0.0001790239,0.00007990249,0.0002053297,0.001057748],"category_scores_gemma":[0.0003074155,0.0001908197,0.0001058965,0.0002350372,0.0001667121,0.0001203233,0.0001987735,0.00007988587,0.0001760413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180334,"about_ca_system_score_gemma":0.0001219225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211559,"about_ca_topic_score_gemma":0.00339918,"domain_scores_codex":[0.9999374,0.00001243113,0.000006256579,0.00001991375,0.000008529973,0.00001547769],"domain_scores_gemma":[0.9999058,0.00001259854,0.00003640664,0.000009447016,0.000013415,0.00002230561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001994186,0.0001589357,0.7674892,0.0001275567,0.000232706,0.006634009,0.001036169,0.0005459324,0.1895857,0.000158644,0.0004058807,0.03163118],"study_design_scores_gemma":[0.00001856725,0.0003215272,0.9921259,0.000007872103,0.00003617936,0.005236089,0.0001320575,0.0003892743,0.001476243,0.0000489539,0.0002024141,0.000004890316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993844,0.0001197095,0.0002371186,0.000009433791,0.000001449976,0.000007894731,0.00003763328,0.000003916559,0.0001984903],"genre_scores_gemma":[0.9992969,0.00008409692,0.0004096798,0.000008453703,0.000005162148,0.000005962792,0.00005746835,0.000001889002,0.0001304388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00211559,"threshold_uncertainty_score":0.004206598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943871979973763,"score_gpt":0.3273875229278142,"score_spread":0.3079488031280766,"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."}}