{"id":"W4282916205","doi":"10.3174/ajnr.a7503","title":"Radiologic Evaluation Criteria for Chronic Subdural Hematomas: Recommendations for Clinical Trials","year":2022,"lang":"en","type":"review","venue":"American Journal of Neuroradiology","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Chronic subdural hematoma; Clinical trial; Middle meningeal artery; Standardization; Hematoma; Medical physics; Clinical Practice; Embolization; Radiology; Physical therapy; Pathology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008783264,0.0003817065,0.005792992,0.000381169,0.0002022986,0.00002352761,0.0004726851,0.0001700138,0.0004765537],"category_scores_gemma":[0.01221444,0.0002736535,0.003095408,0.0004125554,0.0003349167,0.00005592283,0.00005871293,0.0009210013,0.000003857418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003098801,"about_ca_system_score_gemma":0.001851996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.484819e-7,"about_ca_topic_score_gemma":2.90982e-7,"domain_scores_codex":[0.9896607,0.005250891,0.003925663,0.0005425005,0.0002349518,0.0003853258],"domain_scores_gemma":[0.9780977,0.01546012,0.005286985,0.0004649327,0.000422721,0.0002675476],"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":[0.0003471218,0.0001961551,0.000005705192,0.001172663,0.000484229,0.00001159425,0.000008907979,0.000001905618,0.000005505226,0.0002610243,0.04103542,0.9564698],"study_design_scores_gemma":[0.001879628,0.01232002,0.00002654825,0.0005278547,0.004807991,0.007767935,0.00002890106,0.0001758491,2.389512e-7,0.000475288,0.9717846,0.000205171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00015122,0.9848803,0.002263328,0.005694679,0.002313185,0.004348216,0.0002738755,0.00002992018,0.0000452778],"genre_scores_gemma":[0.0002373684,0.9920085,0.002243721,0.001209521,0.002394686,0.001315445,0.000463407,0.00007818653,0.00004915672],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9562646,"threshold_uncertainty_score":0.9999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6766641972460026,"score_gpt":0.6327542453869454,"score_spread":0.04390995185905722,"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."}}