{"id":"W3126832115","doi":"10.1136/jnnp-2020-323951","title":"Cerebral microbleeds: from depiction to interpretation","year":2021,"lang":"en","type":"review","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Context (archaeology); Medicine; Magnetic resonance imaging; Antithrombotic; Intensive care medicine; Disease; Cardiology; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009172392,0.001186845,0.00188408,0.006362675,0.0002653494,0.001842573,0.001297167,0.001487148,0.002883413],"category_scores_gemma":[0.00261819,0.000488963,0.000826138,0.003373305,0.001353855,0.002735568,0.0009542193,0.002052933,0.001999273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009441817,"about_ca_system_score_gemma":0.001246322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001917941,"about_ca_topic_score_gemma":0.002528413,"domain_scores_codex":[0.9995197,0.0001129483,0.0001244894,0.00007460854,0.0001387242,0.00002957227],"domain_scores_gemma":[0.9987746,0.0007472496,0.0001709679,0.00002885441,0.0002294207,0.00004884471],"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":[0.00009964954,0.00003321764,0.000356571,0.04038086,0.0001585461,0.0004440946,0.0001930593,0.0002893869,0.001121984,0.002937608,0.03917933,0.9148057],"study_design_scores_gemma":[0.00003913305,0.0001158877,0.003105304,0.03731905,0.000423206,0.009825353,0.000383524,0.0002364612,0.0007977514,0.005723957,0.9419611,0.00006934279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008862478,0.9985558,0.0001312091,0.0003783661,0.0002309317,0.000005133483,0.00001844435,0.000009316882,0.0005821338],"genre_scores_gemma":[0.0006910771,0.998259,0.0002305802,0.0002721536,0.000261828,0.000007488883,0.00002344674,0.000003039735,0.0002513414],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006362675,"threshold_uncertainty_score":0.009645939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272312620072928,"score_gpt":0.343990229313594,"score_spread":0.3112671031128648,"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."}}