{"id":"W2548731021","doi":"10.3368/aoj.66.1.63","title":"Planning Strabismus Surgery: How to Avoid Pitfalls and Complications","year":2016,"lang":"en","type":"article","venue":"American Orthoptic Journal","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Children's Hospital","funders":"","keywords":"Medicine; Strabismus surgery; Strabismus; Optometry; 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":[0.0002431081,0.0001121499,0.0002812813,0.0001687518,0.0001620139,0.00002588349,0.00005638367,0.00003102768,0.00008267393],"category_scores_gemma":[0.0003012787,0.00007514406,0.00007519693,0.000177313,0.0002621955,0.00007725677,0.00002164706,0.0001855086,0.0000406636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002981366,"about_ca_system_score_gemma":0.0001057516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001067203,"about_ca_topic_score_gemma":0.000001506483,"domain_scores_codex":[0.9991636,0.00005414639,0.0001758447,0.0001713711,0.0001356889,0.0002993035],"domain_scores_gemma":[0.9989709,0.0002951147,0.0001292273,0.000162506,0.0000776881,0.000364569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001113836,0.00007522864,0.9066517,0.00001029482,0.0001191034,0.0002765652,0.0003094151,0.000003215055,0.003285228,0.0001784044,0.004241909,0.08473752],"study_design_scores_gemma":[0.0004530444,0.0004231338,0.9855588,0.0001759404,0.00006040866,0.006125967,0.001134951,0.000003954284,0.00004058398,0.000119954,0.005750675,0.0001526004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576194,0.0001597109,0.003748313,0.03668571,0.00008946516,0.00009016278,0.000004024217,0.00002447776,0.001578712],"genre_scores_gemma":[0.9955826,0.0001189883,0.002335258,0.001388292,0.0001006544,0.000005967128,0.000001833643,0.00001632367,0.0004500772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08458492,"threshold_uncertainty_score":0.3064286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838033574771142,"score_gpt":0.3052716658820965,"score_spread":0.276891330134385,"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."}}