{"id":"W4213055251","doi":"10.1007/s00062-022-01138-1","title":"Radiological Evaluation Criteria for Chronic Subdural Hematomas","year":2022,"lang":"en","type":"review","venue":"Clinical Neuroradiology","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Universitätsklinikum Hamburg-Eppendorf","keywords":"Chronic subdural hematoma; Radiological weapon; Medicine; Embolization; Middle meningeal artery; Midline shift; Radiology; Hematoma","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":[0.001445385,0.000920682,0.001274096,0.005850976,0.000321386,0.0009338671,0.0008872104,0.000654049,0.003644096],"category_scores_gemma":[0.006411481,0.0001776172,0.0009873525,0.003286888,0.0008914575,0.0007559875,0.0006742994,0.0008115682,0.000946016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007419028,"about_ca_system_score_gemma":0.001532515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00367738,"about_ca_topic_score_gemma":0.003951669,"domain_scores_codex":[0.9989213,0.000325476,0.0003245533,0.00008413845,0.0002832697,0.00006139543],"domain_scores_gemma":[0.9969901,0.001311969,0.0008498929,0.00006368169,0.0007094102,0.00007486332],"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":[0.0003616119,0.00007650576,0.02835961,0.06691571,0.0005737041,0.002536025,0.0008779941,0.0006755806,0.002061899,0.008073818,0.04792158,0.841566],"study_design_scores_gemma":[0.0003314419,0.0003620125,0.1692374,0.1155638,0.002786383,0.07195745,0.00258216,0.001443286,0.002323554,0.01374223,0.6194062,0.000264217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004289125,0.984876,0.001866265,0.001259033,0.0003813439,0.0002473381,0.0007527114,0.00003310392,0.006295089],"genre_scores_gemma":[0.09541675,0.8854244,0.0111978,0.00164082,0.0008443215,0.0005866471,0.002692031,0.00002144029,0.002175806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005850976,"threshold_uncertainty_score":0.01219076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5660632223161974,"score_gpt":0.5878952855513463,"score_spread":0.02183206323514886,"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."}}