{"id":"W4220660006","doi":"10.1016/j.neurad.2022.01.005","title":"L’âge cérébral radiomique prédit le pronostic fonctionnel après un avc ischémique.","year":2022,"lang":"fr","type":"article","venue":"Journal of Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Nuclear medicine; Fluid-attenuated inversion recovery; Gynecology; Radiology; Magnetic resonance imaging","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001990567,0.0004647072,0.001227426,0.0006354013,0.0003769866,0.00003067974,0.0007685329,0.0002318318,0.002581827],"category_scores_gemma":[0.001275409,0.0004743364,0.0005550162,0.0005483084,0.0004128525,0.0003007671,0.0005363795,0.00271067,0.00008083207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009161162,"about_ca_system_score_gemma":0.0008519419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003732846,"about_ca_topic_score_gemma":0.000001874072,"domain_scores_codex":[0.9945785,0.001810197,0.001538862,0.0005253028,0.0005834075,0.000963691],"domain_scores_gemma":[0.9965034,0.0007837147,0.001426338,0.00058751,0.0002372433,0.0004617856],"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":[0.003333931,0.00229699,0.01226008,0.0005363227,0.00252094,0.01805404,0.001265943,0.006715817,0.0355393,0.009206646,0.8874237,0.02084627],"study_design_scores_gemma":[0.007680252,0.008282528,0.01698983,0.000143399,0.001316061,0.07196122,0.00125822,0.002569523,0.001433762,0.0008049593,0.8870714,0.0004888512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.73035,0.03625362,0.02074215,0.1458966,0.04436348,0.001914923,0.0001162051,0.0001092996,0.02025367],"genre_scores_gemma":[0.967537,0.001320503,0.002548004,0.006935679,0.006874417,0.00006452433,0.00002563878,0.0001376295,0.01455661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.237187,"threshold_uncertainty_score":0.9997708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148281935743162,"score_gpt":0.238976054723054,"score_spread":0.2074932353656224,"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."}}