{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008657725,0.0001907976,0.0004981491,0.0001665125,0.0002190698,0.00008436079,0.0001773137,0.0001938772,0.000002989851],"category_scores_gemma":[0.0028676,0.0001702587,0.00006802745,0.00006715202,0.0002192292,0.0003892604,0.0001456831,0.0002296538,6.8271e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004626159,"about_ca_system_score_gemma":0.0000204234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001595503,"about_ca_topic_score_gemma":0.000009037438,"domain_scores_codex":[0.9987535,0.000005784477,0.0003319717,0.0003733037,0.0002685248,0.0002669315],"domain_scores_gemma":[0.9988576,0.00008799178,0.000393276,0.0001805029,0.0004055484,0.00007513664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001015739,0.0003496466,0.7891715,0.01154767,0.0001182877,0.00001311412,0.02222112,1.180651e-7,0.1362648,0.007772433,0.003031929,0.02849362],"study_design_scores_gemma":[0.001882505,0.0003733755,0.9421901,0.001707545,0.0001028772,0.00006240745,0.001344304,0.0003624738,0.04809485,0.003299106,0.0003972077,0.0001832428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878171,0.0007891054,0.000005831198,0.003028212,0.0001199042,0.001192049,0.000007624122,0.00004927515,0.00699092],"genre_scores_gemma":[0.9942198,0.0001655233,0.004994888,0.00003340839,0.0001339678,0.00007731873,0.000003804422,0.00002400855,0.0003472218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1530186,"threshold_uncertainty_score":0.6942948,"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."}}