{"id":"W2122195110","doi":"10.3111/13696998.2015.1038270","title":"Inhaled nitric oxide in term/late preterm neonates with hypoxic respiratory failure: estimating the financial impact of earlier use","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Economics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; St. Paul's Hospital","funders":"","keywords":"Medicine; Respiratory failure; Respiratory system; Term (time); Nitric oxide; Intensive care medicine; Pediatrics; Emergency medicine; Anesthesia; Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004319189,0.0001853085,0.0006922844,0.0004172957,0.00004082624,0.00003711412,0.0004323052,0.000242401,0.00007278656],"category_scores_gemma":[0.008521201,0.0001076285,0.0001692268,0.0002958604,0.0003105785,0.0003610982,0.0001097761,0.001421474,0.000008609436],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006188431,"about_ca_system_score_gemma":0.00661789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051235,"about_ca_topic_score_gemma":0.00009900016,"domain_scores_codex":[0.9970677,0.0002155416,0.001231041,0.0001777967,0.0008826193,0.0004252741],"domain_scores_gemma":[0.9968454,0.0008128555,0.0007446571,0.0003106418,0.0003377424,0.0009487476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01674844,0.0009474381,0.5916615,0.001080935,0.000582375,0.007282278,0.002013701,0.01018749,0.001344593,0.0001588519,0.002398939,0.3655935],"study_design_scores_gemma":[0.02606586,0.006903454,0.9141309,0.002400469,0.0001538958,0.003763392,0.0002671491,0.03753654,0.0008133191,0.0007357318,0.006735133,0.0004941407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972553,0.0009776417,0.000124052,0.001163298,0.00009354623,0.0003304443,0.00000491331,0.00000545487,0.00004538993],"genre_scores_gemma":[0.996393,0.0001293871,0.002100311,0.0009399831,0.0003775844,0.000006860366,0.000001005266,0.00003300084,0.00001884286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3650993,"threshold_uncertainty_score":0.9998304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06481795895339988,"score_gpt":0.3608028375196288,"score_spread":0.2959848785662289,"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."}}