{"id":"W4306954832","doi":"10.1177/20552173221132170","title":"Quantitative spinal cord MRI and sexual dysfunction in multiple sclerosis","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal - Experimental Translational and Clinical","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Fractional anisotropy; Medicine; Multiple sclerosis; Anxiety; Magnetic resonance imaging; Depression (economics); Internal medicine; Diffusion MRI; Spinal cord; Mood; Physical therapy; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001655967,0.0003695435,0.0007403182,0.0003374584,0.001223637,0.000115002,0.0001589996,0.0001332779,0.0004333952],"category_scores_gemma":[0.0004383571,0.0003416648,0.0002529269,0.0003783615,0.0006605577,0.0003885415,0.0002377699,0.001414,0.00001014783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002085745,"about_ca_system_score_gemma":0.0001355166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001861509,"about_ca_topic_score_gemma":0.0001281346,"domain_scores_codex":[0.995607,0.0006069324,0.001287751,0.000755482,0.001182056,0.0005608071],"domain_scores_gemma":[0.9977721,0.001118148,0.0002490137,0.0001845227,0.0001466325,0.0005295879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02969459,0.003576123,0.7945226,0.00006176276,0.0004688062,0.00005475553,0.0014168,0.0001977247,0.1140413,0.000209796,0.0007871801,0.05496855],"study_design_scores_gemma":[0.01754181,0.00847476,0.9512699,0.0001873993,0.0000673471,0.0001816887,0.007503426,0.01260902,0.000854992,0.00008580194,0.0008553395,0.0003684991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896238,0.00441682,0.000408593,0.004110406,0.0004255869,0.0007598618,0.0001233581,0.00004247991,0.00008910178],"genre_scores_gemma":[0.9915827,0.001887151,0.005479226,0.0004431679,0.0002973581,0.000149901,0.00005629477,0.00004516531,0.00005902598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1567473,"threshold_uncertainty_score":0.9999036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3142916123645428,"score_gpt":0.415623184933406,"score_spread":0.1013315725688632,"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."}}