{"id":"W1751909794","doi":"10.3233/npm-15814128","title":"Retinopathy of prematurity: Risk factors and variability in Canadian neonatal intensive care units","year":2015,"lang":"en","type":"article","venue":"Journal of Neonatal-Perinatal Medicine","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria General Hospital; Moncton Hospital; Mount Sinai Hospital; Kingston General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Retinopathy of prematurity; Medicine; Gestational age; Birth weight; Pediatrics; Retrospective cohort study; Ductus arteriosus; Sepsis; Intensive care; Cohort; Intraventricular hemorrhage; Cohort study; Population; Low birth weight; Intensive care medicine; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001270531,0.0003437104,0.0004708262,0.001579138,0.00134191,0.00106106,0.001786183,0.0005766318,0.001114101],"category_scores_gemma":[0.007072493,0.0004039076,0.0005034865,0.003613252,0.0004816476,0.0003243892,0.0009234019,0.0005425854,0.0001145922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009419243,"about_ca_system_score_gemma":0.009580546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9287246,"about_ca_topic_score_gemma":0.9221799,"domain_scores_codex":[0.9980552,0.0001583791,0.0001481989,0.0004175916,0.0007957048,0.0004248821],"domain_scores_gemma":[0.9967399,0.000320333,0.001125317,0.0001429017,0.001103721,0.0005677819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003313408,0.00000562173,0.9979745,0.00001140604,0.00003850742,0.00003372015,0.0001471286,0.00006630593,0.00004633334,0.00002443795,0.0002723273,0.001346572],"study_design_scores_gemma":[0.000001737629,0.000007305651,0.999409,0.00001340111,0.000009989051,0.00004917858,0.0002059387,0.0001361213,0.00001614255,0.00000903531,0.0001379952,0.000004214539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956887,0.001208335,0.0001086796,0.0002280793,0.00001211249,0.00001917471,0.001654403,0.00001060963,0.001069781],"genre_scores_gemma":[0.9986435,0.000373303,0.0001002011,0.00002992517,0.000004561789,0.000006859475,0.0007471682,0.000002915733,0.00009169014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07127535,"threshold_uncertainty_score":0.1433902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735481645328812,"score_gpt":0.2798744735129143,"score_spread":0.2525196570596261,"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."}}