{"id":"W6958331292","doi":"10.6084/m9.figshare.12211931","title":"Additional file 4 of Barriers and facilitators to implementing bubble CPAP to improve neonatal health in sub-Saharan Africa: a systematic review","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Work (physics); Component (thermodynamics); MEDLINE; Neonatal resuscitation; Continuous positive airway pressure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004848209,0.001621732,0.002993848,0.005768248,0.0007777539,0.001630669,0.001870152,0.001540709,0.785534],"category_scores_gemma":[0.0622904,0.000924452,0.00390781,0.008454197,0.0004091316,0.004028763,0.001720038,0.00103736,0.02269791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002476764,"about_ca_system_score_gemma":0.006129994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240703,"about_ca_topic_score_gemma":0.02746649,"domain_scores_codex":[0.9977385,0.0004979878,0.0008848172,0.0002688509,0.0003517952,0.0002580178],"domain_scores_gemma":[0.9486773,0.03891118,0.006795847,0.0007424933,0.004289614,0.0005835321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00175011,0.0001143546,0.003794512,0.6419727,0.001315775,0.0001150342,0.0003878098,0.0004663127,0.0001448664,0.001665523,0.3300641,0.01820885],"study_design_scores_gemma":[0.0459916,0.001246166,0.07956487,0.5006312,0.01112704,0.0007744186,0.002622812,0.002315968,0.0008921383,0.01126985,0.343113,0.0004508341],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0007561519,0.001209476,0.000241838,0.000574311,0.00008691261,0.002232881,0.9933299,0.0001348943,0.001433536],"genre_scores_gemma":[0.06244714,0.01147098,0.01750536,0.005301204,0.0007796895,0.1541128,0.7049339,0.0007081162,0.0427408],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.785534,"threshold_uncertainty_score":0.3059098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03048032408748044,"score_gpt":0.2794315956002024,"score_spread":0.2489512715127219,"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."}}