{"id":"W4409382438","doi":"10.1038/s41372-025-02291-4","title":"Interprofessional perspectives on non-invasive respiratory support practices in extremely preterm infants: a Canadian survey","year":2025,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Modalities; Respiratory care; Cardiorespiratory fitness; Respiratory therapist; Documentation; Health professionals; Health care; MEDLINE; Family medicine; Nursing; Intensive care medicine; Physical therapy","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":[0.002653649,0.0004010866,0.0006104311,0.002111275,0.008763889,0.002833428,0.002063173,0.001306683,0.0032762],"category_scores_gemma":[0.009032589,0.0007162784,0.0008347275,0.004896313,0.00153228,0.001173896,0.003176509,0.002397485,0.0002237107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04817758,"about_ca_system_score_gemma":0.08764014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901282,"about_ca_topic_score_gemma":0.9950707,"domain_scores_codex":[0.9953347,0.0005770806,0.0003334476,0.0003624837,0.001420208,0.001972202],"domain_scores_gemma":[0.9858018,0.001394551,0.00257327,0.0001611194,0.004956534,0.005112862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000966891,0.0002176912,0.9250298,0.0001882315,0.00006630512,0.0004093842,0.06206742,0.0000754967,0.00029067,0.0004256553,0.001903062,0.009229554],"study_design_scores_gemma":[0.00001150218,0.00009907606,0.8985476,0.0002737812,0.00002491153,0.0001439467,0.09815147,0.000128356,0.00005166424,0.00004209083,0.002472238,0.00005336283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926519,0.0008714687,0.00005411544,0.002024519,0.00002282975,0.00005271636,0.0007639041,0.000003680688,0.003554819],"genre_scores_gemma":[0.9962704,0.001432158,0.0002121519,0.000856434,0.00001117202,0.0000453211,0.000377536,0.000005433973,0.0007894314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04817758,"threshold_uncertainty_score":0.3495544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07827957943747633,"score_gpt":0.4485673757940833,"score_spread":0.370287796356607,"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."}}