{"id":"W2781819678","doi":"10.1038/s41372-017-0030-6","title":"Retinopathy of prematurity practices: a national survey of Canadian Neonatal Intensive Care Units","year":2018,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Retinopathy of prematurity; Medicine; Neonatology; Intensive care; Pediatrics; Gestational age; Optometry; Intensive care medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00137177,0.0006199554,0.0007376267,0.002535874,0.003181953,0.001461438,0.002546072,0.001333934,0.002510644],"category_scores_gemma":[0.005669734,0.0008702344,0.0009374124,0.009496813,0.0007683677,0.0008169914,0.001683907,0.001180382,0.0003260162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03265498,"about_ca_system_score_gemma":0.03765466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926533,"about_ca_topic_score_gemma":0.9951245,"domain_scores_codex":[0.9969995,0.0002597002,0.0002966597,0.0003727502,0.001150838,0.0009206366],"domain_scores_gemma":[0.9937377,0.0003353755,0.001484262,0.0001375351,0.002779623,0.001525567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004064623,0.00004986406,0.9944527,0.0000626611,0.00005727065,0.00006650415,0.001434803,0.0000448568,0.000067351,0.00006138153,0.001463202,0.00219873],"study_design_scores_gemma":[0.000003707764,0.00001669446,0.9974422,0.0000446236,0.00001353694,0.00004001525,0.001834403,0.00006731399,0.00001208294,0.000006302807,0.0005099588,0.000008963445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872902,0.001535097,0.0001047355,0.0009804878,0.00002832596,0.00008962593,0.006877386,0.00001335674,0.003080761],"genre_scores_gemma":[0.9943453,0.001572382,0.0002984758,0.0004794149,0.00001587574,0.00005657573,0.00248959,0.000008405592,0.0007339257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03265498,"threshold_uncertainty_score":0.2369295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09748255573060549,"score_gpt":0.3550477528887444,"score_spread":0.2575651971581389,"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."}}