{"id":"W4401041195","doi":"10.1159/000540002","title":"BPD: Latest Strategies of Prevention and Treatment","year":2024,"lang":"en","type":"review","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Intensive care medicine; MEDLINE; Pediatrics; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001928732,0.0002868129,0.001770283,0.0004007436,0.00002722688,0.00001109535,0.00007818091,0.0004443148,0.0001332444],"category_scores_gemma":[0.00006475409,0.0001911823,0.0002488258,0.0002470165,0.0001980874,0.00003283664,0.00008318201,0.0004073097,0.0001416098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775049,"about_ca_system_score_gemma":0.002380713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005358982,"about_ca_topic_score_gemma":0.00005954054,"domain_scores_codex":[0.998319,0.0001705095,0.000571286,0.0004150877,0.0001975442,0.0003265637],"domain_scores_gemma":[0.9990619,0.0002415453,0.0001526367,0.0003152396,0.00006657834,0.0001621018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002677327,0.0000565242,0.000003310979,0.06937414,0.0002110993,0.0002973471,0.0000212565,8.549588e-9,7.19347e-7,0.004401708,0.00008054739,0.9255266],"study_design_scores_gemma":[0.0003594309,0.00131233,0.000007877481,0.006877928,0.001117939,0.0007331956,0.00002835327,0.000002119755,0.00000306815,0.0003863196,0.9890842,0.000087231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007613716,0.9960552,0.000002428484,0.0001293272,0.0001510676,0.001163782,0.00004473724,0.00003891983,0.002338358],"genre_scores_gemma":[0.00009871108,0.9976691,0.0001017332,0.00001629621,0.00007508057,0.0001563435,0.00005590626,0.00004592848,0.001780899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9890037,"threshold_uncertainty_score":0.7796188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1554060920734209,"score_gpt":0.5032352038726373,"score_spread":0.3478291117992164,"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."}}