{"id":"W4316037267","doi":"10.1016/j.jfo.2022.07.025","title":"Atteinte de la surface oculaire chez les patients glaucomateux : avis d’experts et algorithme de prise en charge en Algérie","year":2023,"lang":"fr","type":"article","venue":"Journal Français d Ophtalmologie","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Privy Council Office","funders":"","keywords":"Humanities; Physics; Philosophy; Medicine","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":["insufficient_payload"],"category_scores_codex":[0.003780195,0.0007831772,0.00101331,0.0003334417,0.0006303745,0.0002552676,0.0007713226,0.001261535,0.001689968],"category_scores_gemma":[0.002456989,0.0006730286,0.0007555025,0.0007326009,0.000664728,0.0003603847,0.0003930491,0.002257819,0.001253096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008458997,"about_ca_system_score_gemma":0.0008046411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135156,"about_ca_topic_score_gemma":0.00001210258,"domain_scores_codex":[0.9929598,0.002390853,0.001029983,0.0006409179,0.0009084759,0.002069964],"domain_scores_gemma":[0.9962372,0.001572927,0.0003988279,0.0005134338,0.000311149,0.0009664441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003343626,0.001104931,0.8998556,0.0004869579,0.0005062395,0.009877834,0.01412723,0.00006674741,0.0045246,0.0001072364,0.05029768,0.0187106],"study_design_scores_gemma":[0.003990138,0.001247448,0.9161909,0.00159197,0.0003864121,0.005005868,0.003589963,0.003217842,0.001395906,0.0006646614,0.06192927,0.0007896103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597336,0.01638115,0.0003244522,0.01649695,0.003129079,0.0005995113,0.00008781218,0.0002871382,0.002960311],"genre_scores_gemma":[0.9721834,0.01065082,0.001888977,0.0008450578,0.001077942,0.00002756547,0.00009205026,0.0001962861,0.01303791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01792099,"threshold_uncertainty_score":0.9995721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300374882038789,"score_gpt":0.2984420117056837,"score_spread":0.2854382628852958,"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."}}