{"id":"W3028433604","doi":"10.1016/j.neuroimage.2020.116968","title":"Virtual histology of multi-modal magnetic resonance imaging of cerebral cortex in young men","year":2020,"lang":"en","type":"article","venue":"NeuroImage","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"National Institutes of Health; National Institute of Mental Health; Medical Research Council; University of Bristol; Natural Sciences and Engineering Research Council of Canada; Wellcome Trust","keywords":"Fractional anisotropy; Magnetization transfer; Myelin; Magnetic resonance imaging; White matter; Neuroscience; Nuclear magnetic resonance; Psychology; Medicine; Central nervous system; Radiology; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003559763,0.0002057991,0.0001511024,0.000817357,0.0002417264,0.0003194005,0.0001760302,0.0002006828,0.001145942],"category_scores_gemma":[0.001035957,0.00033348,0.0001212369,0.0002019645,0.0004580445,0.0002734452,0.0002661295,0.0001335425,0.0001913302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001881571,"about_ca_system_score_gemma":0.0001985157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002179182,"about_ca_topic_score_gemma":0.003168118,"domain_scores_codex":[0.9998834,0.00002823012,0.00000564659,0.00004584807,0.00002130263,0.00001560212],"domain_scores_gemma":[0.9996802,0.00009602448,0.000105963,0.00005533734,0.00003160957,0.0000310012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001974905,0.0002397873,0.6391003,0.0002272011,0.0003192294,0.004379697,0.003160517,0.003516292,0.2843792,0.001128282,0.0002921571,0.06128244],"study_design_scores_gemma":[0.000005674163,0.000308179,0.9822397,0.000009108602,0.00004738688,0.003360308,0.0005149969,0.00180084,0.01101662,0.0003020123,0.0003833572,0.00001190106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980312,0.0002255197,0.001355499,0.00001067192,0.00000358816,0.000005115377,0.00006000634,0.00001509644,0.0002932395],"genre_scores_gemma":[0.9990036,0.00009920651,0.000586482,0.000005836264,0.000002296469,0.000002851962,0.00003416278,0.000006156768,0.0002594383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002179182,"threshold_uncertainty_score":0.004333019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04138358293079613,"score_gpt":0.3167914785572872,"score_spread":0.275407895626491,"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."}}