{"id":"W4398201112","doi":"10.1097/iop.0000000000002724","title":"Bilateral Dacryocystoceles in Congenital Arhinia","year":2024,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Congenital Ear and Nasal Anomalies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Medicine; Microphthalmia; Surgery","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":[0.0001291758,0.0001788155,0.0003825564,0.0003846887,0.00003981934,0.00004856113,0.00002560663,0.0001015195,0.0003112732],"category_scores_gemma":[0.0001555565,0.0001388672,0.0001185936,0.0002399029,0.000271502,0.0001504256,0.00003291057,0.0002350496,0.00006952347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004164959,"about_ca_system_score_gemma":0.0001809275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003937135,"about_ca_topic_score_gemma":0.00001146221,"domain_scores_codex":[0.9989921,0.00002845326,0.000283365,0.0003332804,0.0001098092,0.0002529474],"domain_scores_gemma":[0.9986356,0.001104254,0.00002451156,0.00008056642,0.00002885311,0.0001262275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006718448,0.00008948999,0.8788108,0.0005213082,0.0003620744,0.006755166,0.000467269,0.000001002557,0.005799264,0.0007850358,0.000362585,0.1053741],"study_design_scores_gemma":[0.0007590153,0.00019305,0.9601214,0.001045587,0.0001531429,0.03142828,0.0007551089,0.001560299,0.0009991424,0.001418265,0.001043789,0.0005229187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896235,0.002818276,0.00001112656,0.00006800395,0.001277675,0.0001366137,0.00005020773,0.00006269535,0.00595194],"genre_scores_gemma":[0.9986888,0.000121846,0.00008709645,0.00001848426,0.0001503928,0.00001247193,0.0000180581,0.00001983576,0.0008829795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1048512,"threshold_uncertainty_score":0.5662838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171104770276077,"score_gpt":0.2466163832722919,"score_spread":0.2295059062446842,"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."}}