{"id":"W1919891945","doi":"10.1002/ppul.23020","title":"Respiratory severity score on day of life 30 is predictive of mortality and the length of mechanical ventilation in premature infants with protracted ventilation","year":2014,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Mechanical ventilation; Ventilation (architecture); Respiratory system; Pediatrics; Intensive care medicine; Anesthesia; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012196,0.0002985827,0.0003115833,0.0007278079,0.0001575636,0.0003933822,0.0003464005,0.0003732505,0.0006448148],"category_scores_gemma":[0.006336591,0.0001920441,0.0004375884,0.0005741981,0.0002471254,0.000322031,0.0004710089,0.0004761134,0.00008660761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583584,"about_ca_system_score_gemma":0.0003535193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001876002,"about_ca_topic_score_gemma":0.00173098,"domain_scores_codex":[0.9993702,0.0002157945,0.00009369286,0.00009496576,0.0001526595,0.00007291047],"domain_scores_gemma":[0.994311,0.001197897,0.003552788,0.00008721801,0.0003093645,0.0005418403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004420076,0.000004242154,0.9994816,0.000004415334,0.0000166143,0.00005396937,0.00001138114,0.00002305695,0.00007138627,0.000002608501,0.00001047301,0.0002758833],"study_design_scores_gemma":[0.000002259141,0.00007028753,0.9994324,0.000005244471,0.000008380577,0.0002527092,0.00002751919,0.0001493952,0.00003098917,0.000003962387,0.0000155945,0.000001231231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996035,0.0001940021,0.00003201964,0.00002004403,0.000002371314,0.000002413508,0.00008252954,8.856415e-7,0.00006228427],"genre_scores_gemma":[0.9996965,0.00006391561,0.00005492651,0.00000525846,0.000006058762,0.000002825578,0.0001544225,4.238195e-7,0.00001563893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001876002,"threshold_uncertainty_score":0.005353034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405403702916255,"score_gpt":0.332356326613753,"score_spread":0.2918159563221275,"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."}}