{"id":"W4281383810","doi":"10.1111/apa.16417","title":"Respiratory outcomes in preterm babies: Is bronchopulmonary dysplasia important?","year":2022,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Université de Montréal; Sunnybrook Health Science Centre; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Bronchopulmonary dysplasia; Medicine; Respiratory system; Intensive care medicine; Pediatrics; Gestational age; Internal medicine; Pregnancy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001061209,0.0002783846,0.0005784673,0.0007741019,0.0002666665,0.0000200066,0.0004484691,0.0001345537,0.002368752],"category_scores_gemma":[0.0007186708,0.0002663422,0.0001849591,0.001156096,0.00008806855,0.0001706302,0.0005391493,0.001328266,0.0001014951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000758762,"about_ca_system_score_gemma":0.001215819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001085235,"about_ca_topic_score_gemma":0.00001214669,"domain_scores_codex":[0.9958504,0.0002720674,0.0008728576,0.0006707091,0.001463633,0.0008703779],"domain_scores_gemma":[0.9977758,0.0005515334,0.0002061088,0.000890795,0.00007537059,0.0005003749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000861413,0.0004272685,0.9573351,0.0003665322,0.00003985366,0.001773509,0.0003919848,0.000001921587,0.001050841,0.00002623079,0.02521965,0.01250569],"study_design_scores_gemma":[0.002373555,0.001175581,0.3550804,0.00001476985,0.00003357896,0.00006551947,0.0002466609,0.00008025874,0.0001451924,0.00007414211,0.6404292,0.0002811361],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810528,0.008720816,7.177843e-7,0.005011507,0.000376479,0.001425109,0.0001537933,0.0001268928,0.003131952],"genre_scores_gemma":[0.9861673,0.0005868658,0.0001298768,0.01074046,0.0002615532,0.0004575244,0.00002576174,0.00008186384,0.001548839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6152096,"threshold_uncertainty_score":0.9999789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215521907795462,"score_gpt":0.3366182211658147,"score_spread":0.3044630020878601,"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."}}