{"id":"W4310965232","doi":"10.1111/apa.16622","title":"<scp>PROspective</scp> Meta‐analysis Of Trials of Initial Oxygen in preterm Newborns (<scp>PROMOTION</scp>): Protocol for a systematic review and prospective meta‐analysis with individual participant data on initial oxygen concentration for resuscitation of preterm infants","year":2022,"lang":"en","type":"review","venue":"Acta Paediatrica","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; Royal Alexandra Hospital; University of Alberta","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research","keywords":"Medicine; Meta-analysis; Subgroup analysis; Prospective cohort study; Gestation; Resuscitation; Pediatrics; Randomized controlled trial; Pregnancy; Emergency medicine; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0183117,0.0009113181,0.0188831,0.00263191,0.0001465625,0.00006255989,0.0009913398,0.0004333445,0.00007242958],"category_scores_gemma":[0.04170652,0.0006200011,0.003500582,0.006388344,0.0002488249,0.0004591664,0.0003930367,0.000696879,5.525401e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003079954,"about_ca_system_score_gemma":0.003261194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006978441,"about_ca_topic_score_gemma":0.0001360369,"domain_scores_codex":[0.9833793,0.005120528,0.006353451,0.001705456,0.002631034,0.0008102113],"domain_scores_gemma":[0.9659857,0.02135336,0.008819542,0.002045895,0.001420138,0.0003753501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003999814,0.0005606577,0.00007170723,0.5502702,0.4470348,0.000007071555,0.0006142496,0.000008164306,0.000002317975,0.00003342838,0.00006824271,0.0009291708],"study_design_scores_gemma":[0.00401547,0.003919694,0.0002746183,0.009706446,0.9777741,0.000004822297,0.0001248779,0.0002104422,0.0000606998,0.00003877648,0.003699378,0.0001706688],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.0000720277,0.6116556,0.0001231683,0.0000294878,0.00002399548,0.3733405,0.01467813,0.00002212135,0.00005495564],"genre_scores_gemma":[0.00364918,0.2699254,0.001174512,0.00007377749,0.0001532127,0.7202332,0.004630658,0.0001396482,0.00002045831],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.5405638,"threshold_uncertainty_score":0.9996251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4004263302542251,"score_gpt":0.509551746457976,"score_spread":0.1091254162037508,"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."}}