{"id":"W3210440935","doi":"10.1093/pch/pxab061.009","title":"13 Impact of Catheter Choice on Procedural Success of Minimally Invasive Surfactant Therapy","year":2021,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Catheter; Surfactant therapy; Adverse effect; Exact test; Anesthesia; Pulmonary surfactant; Mist; Surgery; Gestational age; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002800849,0.0001347292,0.0004741035,0.000894862,0.0002967069,0.0009558781,0.0003975777,0.0003514882,0.003697303],"category_scores_gemma":[0.0183449,0.0001240491,0.0005382429,0.001219411,0.0005205502,0.0003932199,0.0004722992,0.0003057888,0.000307279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008905398,"about_ca_system_score_gemma":0.001056073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196404,"about_ca_topic_score_gemma":0.002710962,"domain_scores_codex":[0.9957913,0.001385431,0.0009530606,0.0004052492,0.001138252,0.0003265883],"domain_scores_gemma":[0.9708783,0.01470168,0.01081141,0.0005636844,0.001804013,0.001240897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006930756,0.00005704279,0.9895397,0.0001326049,0.00008079798,0.0003463255,0.00008867899,0.00005059928,0.0004575844,0.00002918589,0.00009687689,0.008427634],"study_design_scores_gemma":[0.00001479195,0.0009285361,0.9963336,0.00007626589,0.00006727169,0.001368886,0.0002449395,0.0002044852,0.0003812773,0.00001835578,0.000355209,0.00000640236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961388,0.002326339,0.0001879646,0.00006183147,0.00001888536,0.00003676578,0.0002075789,0.000003860206,0.001018017],"genre_scores_gemma":[0.9988986,0.0006024502,0.0001887831,0.00002340625,0.00003527005,0.00002777261,0.00009667816,0.000002698629,0.0001243118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003697303,"threshold_uncertainty_score":0.01481247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04282257637339526,"score_gpt":0.385328450321651,"score_spread":0.3425058739482558,"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."}}