{"id":"W2073535068","doi":"10.1515/jpm.2005.077","title":"Effects of open vs. closed system endotracheal suctioning on cerebral blood flow velocities in mechanically ventilated extremely low birth weight infants","year":2005,"lang":"en","type":"article","venue":"Journal of Perinatal Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Anesthesia; Suction; Hemodynamics; Low birth weight; Cerebral blood flow; Endotracheal tube; Pregnancy; Intubation","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":[0.001963663,0.0002810958,0.001219722,0.0008497338,0.00008752297,0.00001752302,0.0005292443,0.0001833538,0.0002311394],"category_scores_gemma":[0.001544278,0.0002102762,0.0001313519,0.0005957208,0.0001779838,0.0003890141,0.0001528568,0.001227443,0.0000120886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005002525,"about_ca_system_score_gemma":0.0006603427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001346704,"about_ca_topic_score_gemma":0.00003493956,"domain_scores_codex":[0.9958233,0.0002736793,0.001517487,0.0003020647,0.001547008,0.0005365087],"domain_scores_gemma":[0.997452,0.0005229148,0.0006672965,0.0003001459,0.0005009374,0.0005567285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.07418613,0.004551562,0.01897063,0.0471944,0.001451025,0.02698793,0.006338717,0.0003491609,0.3382197,0.002361774,0.000701591,0.4786874],"study_design_scores_gemma":[0.09269402,0.04164492,0.2762306,0.0595757,0.0006049079,0.008350318,0.00151807,0.006798376,0.4930337,0.00008788972,0.01859614,0.0008653479],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918447,0.004400538,0.00006272745,0.001671981,0.0005930446,0.0009008656,0.00000948854,0.00002241004,0.0004942116],"genre_scores_gemma":[0.9968144,0.0002420005,0.001295073,0.0003754236,0.0009590007,0.00001822658,0.000003967307,0.00004779666,0.0002441044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.477822,"threshold_uncertainty_score":0.8574815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02252641625623222,"score_gpt":0.3302155241917554,"score_spread":0.3076891079355232,"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."}}