{"id":"W4396635207","doi":"10.1016/j.ncl.2024.03.003","title":"The Spectrum of Cerebral Small Vessel Disease","year":2024,"lang":"en","type":"article","venue":"Neurologic Clinics","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Medicine; Disease; Cardiology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002799048,0.0001010442,0.0001655216,0.00002480534,0.00005083866,0.00002326262,0.0001327587,0.00005763472,0.00009844123],"category_scores_gemma":[0.0003641862,0.00006109713,0.000268344,0.0001492331,0.0001525529,0.00001012643,0.00006234238,0.0002533341,0.00006300551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004329358,"about_ca_system_score_gemma":0.0001238765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006078265,"about_ca_topic_score_gemma":0.00001389356,"domain_scores_codex":[0.9990667,0.00005051194,0.0002641644,0.0002518611,0.0001693423,0.0001974433],"domain_scores_gemma":[0.9990383,0.0003412672,0.00003450952,0.0004542462,0.00002194765,0.000109758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002511754,0.001232278,0.5521119,0.001373536,0.0006940424,0.0008858101,0.0004407501,0.0004351494,0.00021357,0.02707209,0.0277418,0.3852873],"study_design_scores_gemma":[0.001270621,0.001424923,0.5806122,0.00004514657,0.0005469731,0.00004638587,0.00006759418,0.007720564,0.00008465043,0.02318706,0.3848153,0.0001785037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696858,0.006571539,0.0001328888,0.01764053,0.001084211,0.000301521,0.000009557613,0.0001053557,0.004468602],"genre_scores_gemma":[0.9955812,0.001298835,0.00004351693,0.001659982,0.0001488966,0.000007650178,0.000008672099,0.00001717477,0.001234092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3851088,"threshold_uncertainty_score":0.2491469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227173517736665,"score_gpt":0.2875036668059456,"score_spread":0.265231931628579,"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."}}