{"id":"W2542624092","doi":"10.1111/apa.13644","title":"Survey of noninvasive respiratory support practices in Canadian neonatal intensive care units","year":2016,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Calgary; London Health Sciences Centre; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Intensive care; Respiratory system; Respiratory care; Intensive care medicine; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001822303,0.0002584511,0.0003098406,0.001611152,0.001350585,0.0006532861,0.001347737,0.0003249643,0.001532327],"category_scores_gemma":[0.008662594,0.0002575684,0.000287628,0.004401705,0.0006154111,0.0002787048,0.0007798271,0.0003329171,0.0001611275],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02242438,"about_ca_system_score_gemma":0.0255272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9836448,"about_ca_topic_score_gemma":0.9845883,"domain_scores_codex":[0.9965606,0.0003157912,0.0002841312,0.0002696776,0.002123283,0.0004464036],"domain_scores_gemma":[0.9943488,0.0006010043,0.001561789,0.0001323473,0.002414344,0.0009416504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005534045,0.000028625,0.9774476,0.0002421265,0.00003309743,0.0001179223,0.002592536,0.0001584056,0.0002420163,0.00007580846,0.00192626,0.0170803],"study_design_scores_gemma":[0.000003267683,0.00003485216,0.9974087,0.0000618195,0.000006802776,0.00006031143,0.001305695,0.0001576043,0.00006370898,0.000005273302,0.0008839517,0.000008125218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907443,0.00118504,0.0001936164,0.0006813078,0.00001072789,0.000104809,0.003422529,0.0000265612,0.003631014],"genre_scores_gemma":[0.9963561,0.001170194,0.0006551069,0.0001888383,0.000005392653,0.00005141112,0.001137027,0.000004649666,0.0004314016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9775756,"threshold_uncertainty_score":0.162701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09940103202263886,"score_gpt":0.3803946304023701,"score_spread":0.2809935983797313,"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."}}