{"id":"W4389167839","doi":"10.3174/ajnr.a8061","title":"“Best of” ASNR 2023 (Chicago) and “Sneak Peek” of ASNR 2024 (Las Vegas)","year":2023,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Muscular Dystrophy Canada; University of Toronto","funders":"","keywords":"Las vegas; Medicine; Theme (computing); Law; Public administration; Political science; Pathology; Metropolitan area","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":[0.002592521,0.0008883795,0.0004941739,0.0007115005,0.001903535,0.004855498,0.0009649635,0.003503992,0.2618572],"category_scores_gemma":[0.003848228,0.0003230048,0.0004458175,0.0005188994,0.001140181,0.002003905,0.002427052,0.004489258,0.1060737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002347939,"about_ca_system_score_gemma":0.0118718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060452,"about_ca_topic_score_gemma":0.03186516,"domain_scores_codex":[0.9983389,0.0001653161,0.00006637874,0.0002469244,0.0007543345,0.0004281344],"domain_scores_gemma":[0.9955841,0.0001898972,0.0001577328,0.0001112034,0.001051861,0.002905222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000788471,0.00002773808,0.0002851077,0.00003330227,0.000002990483,0.0001030309,0.00002067921,0.00005485308,0.0002366739,0.003706539,0.966138,0.0293122],"study_design_scores_gemma":[0.000009790127,0.00001740737,0.0002889304,0.00005307226,0.000001162515,0.00006685094,0.00005035559,0.00003539639,0.00009341462,0.0004078867,0.9989703,0.000005516208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002621601,0.01856589,0.002334712,0.286422,0.1748252,0.0001577676,0.001878253,0.001260312,0.5119342],"genre_scores_gemma":[0.009695903,0.005822118,0.001602756,0.03120819,0.009336926,0.00005068484,0.0008399648,0.0006322583,0.9408112],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2618572,"threshold_uncertainty_score":0.8759995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02350424654324051,"score_gpt":0.2920489045095278,"score_spread":0.2685446579662872,"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."}}