{"id":"W3114084494","doi":"","title":"Examination for Retinopathy of Prematurity in Premature Neonates and Feeding","year":2017,"lang":"en","type":"article","venue":"URSCA Proceedings","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Retinopathy of prematurity; Medicine; Eye examination; Physical examination; Gestational age; Pediatrics; Apnea; Birth weight; Respiratory distress; Ophthalmology; Surgery; Anesthesia; Visual acuity; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006265022,0.0001868755,0.0002474055,0.001061456,0.0004366219,0.0002750627,0.0002099039,0.0002934528,0.00191991],"category_scores_gemma":[0.003055142,0.0001151993,0.0001805143,0.0006075586,0.00018284,0.0002003024,0.0003228244,0.0003679256,0.000175429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764123,"about_ca_system_score_gemma":0.0005299122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00255325,"about_ca_topic_score_gemma":0.001801318,"domain_scores_codex":[0.9995958,0.0001246309,0.00006552283,0.00004341045,0.00009727371,0.00007337223],"domain_scores_gemma":[0.998974,0.0002338011,0.0004515781,0.00003648876,0.0001231119,0.0001810502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000717802,0.00003490815,0.9877896,0.00008330771,0.00001077931,0.003687005,0.0002125757,0.00001442437,0.0004279683,0.0000287829,0.0002801798,0.007358701],"study_design_scores_gemma":[0.000001920607,0.0002596881,0.9814377,0.0001258683,0.00001602024,0.01667917,0.0003925121,0.00003119458,0.0003702089,0.00002597997,0.0006553245,0.000004353975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939618,0.003692616,0.00009649473,0.0001343406,0.00002220111,0.0000319016,0.0001919982,0.000007921058,0.001860752],"genre_scores_gemma":[0.9972087,0.001989783,0.0002481605,0.00005571636,0.00002115249,0.00002198481,0.0001288553,0.000001408869,0.0003243001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00255325,"threshold_uncertainty_score":0.006422698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029325963538105,"score_gpt":0.2932560835485395,"score_spread":0.2729628239131585,"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."}}