{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002080102,0.0002244791,0.0007912697,0.000706562,0.0005781635,0.00002561985,0.0003824842,0.000181246,0.00001088396],"category_scores_gemma":[0.04731433,0.0002132035,0.00009466846,0.0006284324,0.000245468,0.0001721533,0.0001707894,0.0006487579,0.000007244369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003310459,"about_ca_system_score_gemma":0.00458975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3474725,"about_ca_topic_score_gemma":0.3625345,"domain_scores_codex":[0.9972773,0.0002749151,0.000717612,0.0003863513,0.0008823827,0.0004615028],"domain_scores_gemma":[0.9871877,0.0004884942,0.00250051,0.0007106444,0.008641938,0.0004707161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002728117,0.00004555264,0.9620489,0.002422386,0.0001044302,0.00002882595,0.0238411,0.00000148402,0.000004350931,0.0004474495,0.009482567,0.00130008],"study_design_scores_gemma":[0.001024717,0.0003708513,0.9912366,0.0003640871,0.00006847925,0.00005997442,0.004194556,0.00001652023,0.00009920282,0.00006001861,0.002353952,0.0001510159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9348753,0.02378042,0.000006208267,0.0241098,0.0009544348,0.001754609,0.002702269,0.00004365394,0.01177331],"genre_scores_gemma":[0.9947435,0.003014649,0.0006143921,0.0009747084,0.0002752013,0.000008248853,0.0003135121,0.00002660334,0.00002915029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05986824,"threshold_uncertainty_score":0.9607105,"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."}}