{"id":"W3136676495","doi":"10.1186/s12887-021-02600-8","title":"Regional variation in cost of neonatal intensive care for extremely preterm infants","year":2021,"lang":"en","type":"article","venue":"BMC Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Health Sciences Centre; Women's College Hospital; University of Toronto; Sinai Health System; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Quartile; Gestational age; Intensive care; Pediatrics; Regional variation; Total cost; Confidence interval; Pregnancy; Intensive care medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002656019,0.0001043049,0.000271618,0.0002532902,0.00003584337,0.000007751937,0.00008604543,0.0001413758,0.00004014387],"category_scores_gemma":[0.005601801,0.0001063293,0.00008385572,0.0005219597,0.0000369866,0.00008208836,0.00007321729,0.0002255024,0.000007151745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867466,"about_ca_system_score_gemma":0.002278229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005366981,"about_ca_topic_score_gemma":0.0003103337,"domain_scores_codex":[0.9984396,0.00006611473,0.0003950514,0.0002887493,0.0005163572,0.0002941943],"domain_scores_gemma":[0.996332,0.0006187595,0.0001213583,0.0002737256,0.002491128,0.0001629543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009510649,0.0002436646,0.7668877,0.02144777,0.0000457151,0.0005893693,0.01258339,0.0001197714,0.005006914,0.001178717,0.003844447,0.1785418],"study_design_scores_gemma":[0.01411177,0.001042908,0.8791294,0.0003678665,0.0001554663,0.0001309827,0.006692568,0.00220982,0.003857584,0.000366397,0.09148291,0.000452299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675317,0.02196516,0.006792397,0.000457823,0.0003855899,0.002258849,0.0002896142,0.00003079664,0.0002880699],"genre_scores_gemma":[0.9868171,0.00109234,0.009036262,0.001320502,0.0007698531,0.0002127935,0.0003589542,0.00005031552,0.0003418348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1780895,"threshold_uncertainty_score":0.6706283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09189452053002499,"score_gpt":0.382377274881089,"score_spread":0.290482754351064,"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."}}