{"id":"W6957725346","doi":"10.60692/vfkpr-m4c59","title":"Vulnerable newborn types: Analysis of population‐based registries for 165 million births in 23 countries, 2000–2021","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gestational age; Small for gestational age; Live birth; Statistical analysis; Premature birth; Birth weight; Pregnancy","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":[],"consensus_categories":[],"category_scores_codex":[0.003107708,0.0003845719,0.0005489484,0.003736661,0.0002906506,0.0006892065,0.0006821527,0.000448319,0.0009658622],"category_scores_gemma":[0.00652906,0.0005206738,0.001162962,0.005418387,0.0001849945,0.0007897234,0.0009968152,0.0005481186,0.0002928913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007302872,"about_ca_system_score_gemma":0.001078559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02045709,"about_ca_topic_score_gemma":0.01932815,"domain_scores_codex":[0.9983835,0.000438294,0.0004311176,0.0003273195,0.0002572129,0.0001625733],"domain_scores_gemma":[0.9942871,0.0007012043,0.00349844,0.0004157138,0.0006118889,0.0004856452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001144165,0.00001494714,0.9946197,0.0001197501,0.0002443372,0.00007264927,0.00008852439,0.0002108716,0.00008945691,0.00005387397,0.001452102,0.002919301],"study_design_scores_gemma":[0.00001483561,0.00003918694,0.9982547,0.00008624257,0.00008962157,0.0002099576,0.0001809125,0.0002647682,0.00006033324,0.00002361019,0.000769783,0.00000601594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377561,0.003209935,0.0008431782,0.0001950511,0.00004064716,0.0000773101,0.05710115,0.0000473006,0.00072919],"genre_scores_gemma":[0.9467743,0.002133762,0.001227404,0.0001738812,0.00003034123,0.0003327871,0.04897837,0.00001644832,0.0003326799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02045709,"threshold_uncertainty_score":0.04067606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07265966295158016,"score_gpt":0.3406786594153231,"score_spread":0.2680189964637429,"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."}}