{"id":"W4228997507","doi":"10.1016/j.jfo.2021.12.019","title":"Valsalva retinopathy: Anatomy of a rose","year":2022,"lang":"fr","type":"article","venue":"Journal Français d Ophtalmologie","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont","funders":"Bayer","keywords":"Medicine; Surgery; Craniofacial","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00238754,0.0003948733,0.001056344,0.0004278314,0.0007255648,0.00005950981,0.0006185693,0.0002400734,0.01428651],"category_scores_gemma":[0.0008049584,0.0003684647,0.0007759573,0.0007243395,0.0006956055,0.0002518708,0.0004043489,0.002116087,0.0001580206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003818423,"about_ca_system_score_gemma":0.0007181922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001493249,"about_ca_topic_score_gemma":0.000001267729,"domain_scores_codex":[0.9955419,0.0005996622,0.001363811,0.0003613801,0.00122231,0.0009109795],"domain_scores_gemma":[0.9976203,0.0003532672,0.0007136518,0.0006064411,0.0002849104,0.0004214449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005168878,0.008830492,0.5809395,0.003735615,0.004278562,0.06160249,0.0236727,0.002124026,0.01810546,0.04663868,0.09392663,0.150977],"study_design_scores_gemma":[0.01773702,0.02336195,0.3936411,0.002264678,0.004202985,0.1349361,0.02930053,0.003214222,0.01140131,0.06180181,0.3157182,0.002420116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8368433,0.1245121,0.0005279446,0.005263073,0.01137623,0.0005420899,0.0002739294,0.00006481769,0.02059651],"genre_scores_gemma":[0.9880682,0.001254042,0.002230141,0.0004203512,0.001187884,0.00002622888,0.00002098062,0.00007394604,0.006718182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2217916,"threshold_uncertainty_score":0.9998767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396457389596042,"score_gpt":0.3178066714610119,"score_spread":0.2938420975650515,"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."}}