{"id":"W1986905115","doi":"10.1111/j.1556-4029.2006.00337.x","title":"Brain Arteriovenous Malformation and Its Implication in Forensic Pathology<sup>*</sup>","year":2006,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Medicine; Telangiectasia; Angioma; Hemangioma; Arteriovenous malformation; Vascular malformation; Parenchyma; Venous malformation; Asymptomatic; Context (archaeology); Pathology; Vascular disease; Radiology; Surgery; Biology","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":[0.00069423,0.00008788643,0.0002238979,0.000340068,0.0001022037,0.00004022348,0.0000594146,0.0000474431,0.00001085662],"category_scores_gemma":[0.00008705176,0.00006063416,0.00007599031,0.0003109152,0.0001175788,0.0004722585,0.00001471876,0.00008766136,0.000006658373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007011099,"about_ca_system_score_gemma":0.00008261172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001841116,"about_ca_topic_score_gemma":0.00002159072,"domain_scores_codex":[0.9989578,0.00003076329,0.0004557177,0.0001036351,0.0002847047,0.0001673556],"domain_scores_gemma":[0.9994112,0.00006217131,0.0002578549,0.00007972912,0.0001366514,0.00005237514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002820057,0.002126581,0.4842148,0.0003034807,0.0001938357,0.0006600253,0.008230698,0.009737741,0.007559516,0.03704595,0.01129298,0.4383524],"study_design_scores_gemma":[0.002742517,0.001569174,0.9662676,0.000248901,0.00009523613,0.005713954,0.001056821,0.01119679,0.004604963,0.005546039,0.0008172925,0.0001406888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927549,0.00102151,0.0001354824,0.005265705,0.00005326439,0.0001827147,0.000002158094,0.000006226223,0.0005780724],"genre_scores_gemma":[0.9971278,0.0001221922,0.002332518,0.0003054018,0.00008093303,0.000005944684,0.00000550601,0.000003613678,0.00001604791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4820528,"threshold_uncertainty_score":0.2472589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01571560543400765,"score_gpt":0.2705244141737355,"score_spread":0.2548088087397278,"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."}}