{"id":"W2575826382","doi":"10.1016/j.jcjo.2016.11.014","title":"Trends in pediatric strabismus surgery in the new millennium: influence of funding and perceived benefits of surgery","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"","keywords":"Strabismus; Strabismus surgery; Medicine; Population; Psychosocial; Pediatric ophthalmology; Surgery; General surgery; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001105304,0.0001379451,0.0007218537,0.001608805,0.00007969885,0.00001044067,0.0002586873,0.0002143793,0.0001842303],"category_scores_gemma":[0.001048975,0.0001126918,0.0001501816,0.0002909043,0.0003286447,0.0001553177,0.00001462324,0.0003955436,6.673458e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004205117,"about_ca_system_score_gemma":0.001235729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130854,"about_ca_topic_score_gemma":0.001445789,"domain_scores_codex":[0.9985027,0.0001463284,0.0007031347,0.0001443788,0.0001241827,0.0003793235],"domain_scores_gemma":[0.9980789,0.0006379529,0.0005898411,0.0002885959,0.0001092186,0.000295427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001204931,0.0000368744,0.988645,0.00007033202,0.0000240473,0.008897548,0.0008409545,0.0001000741,0.00003336287,0.00003292779,0.0002925473,0.0009058641],"study_design_scores_gemma":[0.0005151216,0.0001738805,0.9539942,0.0001448631,0.00004828669,0.04451799,0.0003799745,0.000001817672,0.00001168672,0.0001232707,0.000008732026,0.00008016163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929157,0.003546552,8.530906e-8,0.001604676,0.0002448112,0.00005888991,0.000007440291,5.117792e-7,0.001621294],"genre_scores_gemma":[0.9995081,0.0002739736,0.00002139383,0.00002744179,0.00008137877,0.000001068621,0.000002712314,0.00001054909,0.00007335078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03562045,"threshold_uncertainty_score":0.9952753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06927629473122245,"score_gpt":0.3109823169778532,"score_spread":0.2417060222466308,"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."}}