{"id":"W4417523803","doi":"10.1093/pch/pxaf114","title":"Congenital nasolacrimal duct obstruction outcomes","year":2025,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Nasolacrimal Duct Obstruction Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nasolacrimal duct obstruction; Subspecialty; Massage; Nasolacrimal duct; Pediatric ophthalmology; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004029319,0.0002628524,0.0002912484,0.001032924,0.0004922302,0.0005446998,0.0003868083,0.0003811682,0.001804021],"category_scores_gemma":[0.00327846,0.000154257,0.0003540287,0.0009400509,0.0004318542,0.0005470315,0.0006201433,0.0005026045,0.0001373278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000817893,"about_ca_system_score_gemma":0.001125286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008519379,"about_ca_topic_score_gemma":0.01310611,"domain_scores_codex":[0.9992321,0.00006577867,0.00008371427,0.0001559534,0.0002532078,0.0002092213],"domain_scores_gemma":[0.996038,0.0004031582,0.002502976,0.00006531228,0.0003438426,0.0006467082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001244628,0.00001275886,0.9984556,0.000007865872,0.000007855355,0.0004938324,0.00003308363,0.00002926738,0.00006222818,0.00001254387,0.00007990615,0.0007926303],"study_design_scores_gemma":[0.000003715598,0.00007538697,0.9945693,0.00001598813,0.000009278057,0.004857842,0.0001953786,0.00008291974,0.00006994665,0.00000934473,0.0001084058,0.000002549367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987004,0.000263417,0.00003029311,0.00005769702,0.000004115128,0.0000109358,0.0003512149,0.000005848498,0.0005761325],"genre_scores_gemma":[0.9994575,0.00009920115,0.00004378762,0.00001251026,0.000007281161,0.000005789981,0.0003437297,0.000001186703,0.00002912859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008519379,"threshold_uncertainty_score":0.01693958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293372118657386,"score_gpt":0.3039567482757833,"score_spread":0.2910230270892095,"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."}}