{"id":"W2094304732","doi":"10.1179/1743132812y.0000000078","title":"Magnetic resonance imaging signatures of vascular pathology in multiple sclerosis","year":2012,"lang":"en","type":"review","venue":"Neurological Research","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Multiple sclerosis; Medicine; Magnetic resonance imaging; Pathology; Population; 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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002674671,0.0004150256,0.002487619,0.0008574754,0.000090159,0.00001766778,0.0006300812,0.0007934968,0.0006711895],"category_scores_gemma":[0.00364932,0.0002969112,0.0005859644,0.001460348,0.0008736713,0.00004939516,0.0007005307,0.00376208,0.0001817944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001282913,"about_ca_system_score_gemma":0.0002665346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009954414,"about_ca_topic_score_gemma":0.00002385906,"domain_scores_codex":[0.9933414,0.002352019,0.0008563299,0.0009357745,0.001172989,0.001341455],"domain_scores_gemma":[0.9956686,0.002657201,0.0001398931,0.0009937835,0.0002484654,0.0002920924],"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":[0.00008172503,0.0006481368,0.0056047,0.004473141,0.00001128698,0.0004535008,0.00002958011,2.146429e-7,0.0001340947,0.00006092108,0.0001646383,0.9883381],"study_design_scores_gemma":[0.0009660581,0.001661551,0.1198174,0.004546774,0.0003127838,0.000160707,0.000006618602,0.00004589096,0.00001035484,0.00008990138,0.8720715,0.0003103971],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004773775,0.9924589,0.000001346222,0.0001420784,0.00009720113,0.001715201,0.00002886806,0.00004511694,0.0007374831],"genre_scores_gemma":[0.02106936,0.9778828,0.0003005124,0.0001385285,0.0001758144,0.0002401317,0.00003111081,0.00008248228,0.0000792687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9880277,"threshold_uncertainty_score":0.9999483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2253568612405908,"score_gpt":0.3920635756940354,"score_spread":0.1667067144534446,"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."}}