{"id":"W2763943852","doi":"10.1093/pch/15.suppl_a.7a","title":"Early Cpap Use and Its Impact on Vlbw Outcomes","year":2010,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pediatrics; Emergency medicine; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009762238,0.0002677824,0.0005686875,0.0006457991,0.00054444,0.0009087987,0.0004075123,0.0008976001,0.002852391],"category_scores_gemma":[0.01107518,0.0002380884,0.0008628396,0.001158717,0.0003411025,0.0006399641,0.0008233901,0.002149596,0.0002801031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003997438,"about_ca_system_score_gemma":0.0009554788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004037947,"about_ca_topic_score_gemma":0.004622465,"domain_scores_codex":[0.9990445,0.0003849267,0.0000745752,0.0000634481,0.0002518361,0.0001807237],"domain_scores_gemma":[0.990454,0.004210111,0.002753237,0.0002009394,0.0005461629,0.001835592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003057751,0.0009346576,0.9704556,0.00008653325,0.0003450983,0.0006603876,0.0001646593,0.0001260114,0.0003852379,0.00009499994,0.0006050505,0.02308407],"study_design_scores_gemma":[0.00003022046,0.0007218337,0.9981447,0.00003577356,0.00008836621,0.00038132,0.0001320635,0.00009994914,0.0000905264,0.00008692515,0.0001778788,0.00001047238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928454,0.003546807,0.00007356075,0.001090893,0.00009428862,0.00001151987,0.00040017,0.000006239861,0.001931095],"genre_scores_gemma":[0.9969495,0.001792704,0.0001421406,0.0001501548,0.0001410047,0.00001776789,0.0003049138,0.000005486438,0.0004964372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004037947,"threshold_uncertainty_score":0.009542167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04536436193114336,"score_gpt":0.4002113953106552,"score_spread":0.3548470333795118,"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."}}