{"id":"W4290963810","doi":"10.1007/s12519-022-00591-9","title":"Characteristics of home oxygen therapy for preterm infants with bronchopulmonary dysplasia in China: results of a multicenter cohort study","year":2022,"lang":"en","type":"article","venue":"World Journal of Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Bronchopulmonary dysplasia; Pediatrics; Gestational age; Oxygen therapy; Guideline; Birth weight; Cohort; Cohort study; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001513586,0.000490648,0.0006494187,0.001215799,0.0007500087,0.0006657877,0.0006573115,0.0004997069,0.0006929513],"category_scores_gemma":[0.001992753,0.0004108754,0.0009229603,0.001921911,0.000319001,0.0005908923,0.0006900852,0.000489944,0.0001117031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164848,"about_ca_system_score_gemma":0.001303203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03009877,"about_ca_topic_score_gemma":0.0261273,"domain_scores_codex":[0.9991574,0.0001445938,0.0001231697,0.0002359473,0.0001595597,0.0001792382],"domain_scores_gemma":[0.9985653,0.0001142358,0.0004893207,0.000156074,0.0002481084,0.000427026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004813875,0.00002065176,0.9992549,0.000006417991,0.00003586017,0.0000525822,0.0001104435,0.00001456232,0.00007322328,0.000007086051,0.00005675074,0.0003194134],"study_design_scores_gemma":[0.000004688412,0.00003617426,0.9995878,0.000002474841,0.00001732538,0.00004414282,0.0001627611,0.00008989312,0.00001044283,0.000004572286,0.00003704967,0.000002709716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999325,0.00009363566,0.00003162873,0.00002398711,0.000002639792,0.0000160873,0.0004035834,0.000001371789,0.0001020381],"genre_scores_gemma":[0.9990627,0.00006746354,0.00004954962,0.00002442263,0.000004652792,0.00002946837,0.0006829098,0.00000171608,0.00007712437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03009877,"threshold_uncertainty_score":0.05984712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197376429359578,"score_gpt":0.3242979429660753,"score_spread":0.3045603000301175,"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."}}