{"id":"W2132377490","doi":"10.1371/journal.pmed.1000389","title":"Setting Research Priorities to Reduce Almost One Million Deaths from Birth Asphyxia by 2015","year":2011,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":368,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Wellcome Trust; World Health Organization; Bill and Melinda Gates Foundation","keywords":"Asphyxia; Medicine; Environmental health; Demography; Pediatrics","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":["insufficient_payload"],"category_scores_codex":[0.002735805,0.0003038664,0.0007305608,0.0006986371,0.0003001791,0.0000166897,0.0004585658,0.0002254729,0.00317998],"category_scores_gemma":[0.006263851,0.0002511113,0.0000523675,0.001142836,0.0005019823,0.0001481264,0.0002874592,0.001407205,0.001118003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004402612,"about_ca_system_score_gemma":0.0007297464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004160692,"about_ca_topic_score_gemma":0.00008689403,"domain_scores_codex":[0.9936694,0.0004468173,0.0007386577,0.0008326752,0.003028345,0.001284131],"domain_scores_gemma":[0.9951304,0.00105632,0.0001024785,0.00101414,0.001033632,0.001663005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004337899,0.001004218,0.01224848,0.001876737,0.0002871749,0.0007252283,0.0114097,1.025148e-7,0.6322172,0.0002544529,0.226258,0.1093808],"study_design_scores_gemma":[0.008761866,0.01095559,0.05037366,0.007883451,0.0002081249,0.00005981488,0.006209975,0.0001254708,0.3750341,0.001632137,0.5379556,0.0008001185],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290385,0.02261059,0.00008127333,0.02531617,0.0003576146,0.002624984,0.0001317819,0.0002336931,0.01960534],"genre_scores_gemma":[0.9695293,0.002294488,0.00548694,0.006181977,0.003118555,0.0003674206,0.0001855214,0.0002222537,0.01261358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3116977,"threshold_uncertainty_score":0.9999941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2683181117013826,"score_gpt":0.445614803329591,"score_spread":0.1772966916282084,"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."}}