{"id":"W2158813710","doi":"10.1111/trf.12510","title":"Retinopathy of prematurity and transfusion practice","year":2014,"lang":"en","type":"letter","venue":"Transfusion","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retinopathy of prematurity; Medicine; Childhood blindness; Blindness; Pediatrics; Supplemental oxygen; Blood transfusion; Hypoxia (environmental); Retinal; Ophthalmology; Gestational age; Surgery; Optometry; Anesthesia; Oxygen; Pregnancy; Biology","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0009073974,0.0005772416,0.001449531,0.0002702012,0.0001535484,0.00002302342,0.0001664879,0.001422766,0.00009034105],"category_scores_gemma":[0.0004885605,0.0004878088,0.0003297849,0.000195609,0.0003432774,0.0001421373,0.00005428088,0.002727122,0.0000184067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005371964,"about_ca_system_score_gemma":0.0000832849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002350955,"about_ca_topic_score_gemma":0.00001725333,"domain_scores_codex":[0.9964023,0.0004020179,0.0008029506,0.0008475545,0.001096889,0.0004483033],"domain_scores_gemma":[0.9977766,0.0006881959,0.0003425007,0.0006651437,0.000406917,0.0001206233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003121801,0.0005648297,0.001603141,0.02502966,0.0005208432,0.001530458,0.008008984,3.466363e-7,0.03617094,0.00005537914,0.9086246,0.01476898],"study_design_scores_gemma":[0.003610442,0.002060454,0.005376029,0.004516969,0.002829472,0.002277296,0.0002567957,0.0000466095,0.01112043,0.0002553857,0.9668197,0.0008304137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06748281,0.003859504,0.0005234033,0.9073964,0.0006005283,0.002454361,0.00004964434,0.0002227108,0.01741068],"genre_scores_gemma":[0.1049218,0.0563986,0.01312927,0.8137927,0.006773463,0.0001616978,0.0006446014,0.0005082204,0.00366969],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09360366,"threshold_uncertainty_score":0.9998736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181819191990658,"score_gpt":0.2717933207142491,"score_spread":0.2536114015151832,"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."}}