{"id":"W1990529514","doi":"10.4103/2249-4847.101691","title":"Elective high-frequency oscillatory ventilation versus conventional ventilation for acute pulmonary dysfunction in preterm infants","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Health","funders":"","keywords":"Medicine; High-frequency ventilation; Ventilation (architecture); Anesthesia; Mechanical ventilation","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":[],"consensus_categories":[],"category_scores_codex":[0.003157009,0.000152966,0.0007459361,0.0004554648,0.00007151391,0.000007498842,0.0001279646,0.000430621,0.0001541453],"category_scores_gemma":[0.003104618,0.0001399025,0.000350407,0.0002754763,0.0001619931,0.000491114,0.00003797652,0.000952987,0.00002728205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003035626,"about_ca_system_score_gemma":0.0008148809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008166867,"about_ca_topic_score_gemma":0.000009821295,"domain_scores_codex":[0.9964412,0.0003796606,0.0018485,0.0002371704,0.0006048076,0.000488643],"domain_scores_gemma":[0.9960161,0.001719551,0.0009808488,0.0001869888,0.0006946087,0.0004019066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08943266,0.001138513,0.7547736,0.000293979,0.0005671199,0.000233321,0.00006447281,0.00001151081,0.002728088,0.002703089,0.0003311553,0.1477225],"study_design_scores_gemma":[0.01066608,0.002639001,0.9709513,0.0001311388,0.0002209033,0.0003841459,0.00001902357,0.0002274447,0.0006128422,0.00156946,0.01245591,0.0001228069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905674,0.002140228,0.001231086,0.0006862669,0.004464148,0.0006683472,0.00001273472,0.00001233864,0.0002174405],"genre_scores_gemma":[0.9962497,0.0003517844,0.001820833,0.0002924346,0.001134888,0.00002759282,0.00003146518,0.00002473848,0.00006654501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2161776,"threshold_uncertainty_score":0.5705059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1028849391181193,"score_gpt":0.4772327737875668,"score_spread":0.3743478346694475,"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."}}