{"id":"W2763040156","doi":"10.1093/pch/pxx086.062","title":"RETINOPATHY OF PREMATURITY PRACTICES: A NATIONAL SURVEY OF CANADIAN NEONATAL INTENSIVE CARE UNITS","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retinopathy of prematurity; Medicine; Intensive care; Guideline; Observational study; Pediatrics; Neonatal intensive care unit; Family medicine; Intensive care medicine; Gestational age; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00136675,0.0003288378,0.0004789328,0.00168741,0.002472637,0.001057989,0.001825087,0.000563954,0.001388035],"category_scores_gemma":[0.003968131,0.0003915056,0.0005451693,0.005363619,0.0006670465,0.0004096516,0.001233678,0.0007202392,0.0002295728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03549016,"about_ca_system_score_gemma":0.03681827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923402,"about_ca_topic_score_gemma":0.9936387,"domain_scores_codex":[0.9975413,0.0001860474,0.0002290622,0.0002938436,0.001171115,0.0005787385],"domain_scores_gemma":[0.994905,0.0002413282,0.001204516,0.00013016,0.002249479,0.001269502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002823415,0.00002851859,0.9938877,0.00008431322,0.00002853657,0.00004496473,0.001292911,0.00004924903,0.00006476428,0.00005386041,0.00154142,0.002895521],"study_design_scores_gemma":[0.000002897151,0.00002305586,0.9972008,0.00005334399,0.000008279839,0.00002811039,0.001766256,0.0001058139,0.0000198862,0.000007080682,0.0007776894,0.000006762216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855987,0.001488426,0.0001296921,0.0009877839,0.00001742338,0.000156653,0.008474887,0.00001555615,0.003130934],"genre_scores_gemma":[0.9950563,0.001238318,0.0003564945,0.0003592234,0.00000784607,0.00007922792,0.002409977,0.000004856085,0.0004877868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03549016,"threshold_uncertainty_score":0.2575003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08155647332055291,"score_gpt":0.3479692799685548,"score_spread":0.2664128066480018,"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."}}