{"id":"W2762657532","doi":"10.1093/pch/20.5.e82","title":"132: Pediatric Intravenous Line Longevity","year":2015,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Interquartile range; Medicine; Catheter; Retrospective cohort study; Pediatrics; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00181144,0.0003312548,0.0008425773,0.0003645449,0.0002751781,0.00002931699,0.0002065877,0.000186001,0.00002087992],"category_scores_gemma":[0.001476995,0.0002947069,0.0001681776,0.0008596869,0.00006866746,0.00009426929,0.0001775447,0.0008960096,0.0003553972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004205018,"about_ca_system_score_gemma":0.0009565279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002094388,"about_ca_topic_score_gemma":0.00005564168,"domain_scores_codex":[0.9968314,0.0001654261,0.0007251563,0.0005505328,0.0008931634,0.0008343294],"domain_scores_gemma":[0.997403,0.0001569178,0.0003586657,0.0006037354,0.0003517406,0.001125928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003754499,0.00174556,0.803175,0.002308028,0.0001041985,0.0002369612,0.008922282,0.00002722224,0.000002288598,0.0006258163,0.1542687,0.02820848],"study_design_scores_gemma":[0.008157401,0.004850276,0.9293103,0.0001484833,0.000647971,0.0007597266,0.001050081,0.0002219181,0.00004422211,0.001710147,0.05205325,0.001046217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7258145,0.1365306,0.001089752,0.1098837,0.00333486,0.003143447,0.0001097847,0.000979342,0.01911409],"genre_scores_gemma":[0.9650322,0.01662236,0.005044569,0.005200456,0.007691484,0.00002356882,0.00007224534,0.00007018787,0.0002429013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2392178,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0333173538129682,"score_gpt":0.3039600013241542,"score_spread":0.270642647511186,"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."}}