{"id":"W3111268460","doi":"10.4102/hsag.v25i0.1332","title":"Maternal and neonatal factors associated with perinatal deaths in a South African healthcare institution","year":2020,"lang":"en","type":"article","venue":"Health SA Gesondheid","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"North-West University","keywords":"Medicine; Perinatal mortality; Apgar score; Gestational age; Pediatrics; Infant mortality; Birth weight; Pregnancy; Obstetrics; Population; Environmental health; Fetus","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":[0.0007271271,0.0002042565,0.0002363117,0.001119258,0.0009472349,0.0005895841,0.00034649,0.0003093563,0.001446325],"category_scores_gemma":[0.004727492,0.0003044397,0.0002168205,0.001855229,0.0003777546,0.0004396403,0.001134539,0.0005664633,0.00008456425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296212,"about_ca_system_score_gemma":0.00197264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02193193,"about_ca_topic_score_gemma":0.02527012,"domain_scores_codex":[0.9993054,0.0002120199,0.0001176046,0.00008445448,0.0001144594,0.0001661529],"domain_scores_gemma":[0.998305,0.0003310984,0.0008814308,0.00004824941,0.000158957,0.0002752181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002021992,0.00002616549,0.9973792,0.00003036258,0.00001033774,0.0003447779,0.0005359434,0.00002421625,0.0000839991,0.00002696638,0.00008023456,0.001437578],"study_design_scores_gemma":[0.00000358288,0.00008842771,0.9952509,0.00006572449,0.00001494931,0.0006201071,0.00352581,0.0001078887,0.00007767003,0.00002723349,0.0002119568,0.000005579292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993035,0.0001958609,0.00003007004,0.0001255466,0.00000229745,0.00001742282,0.000108789,0.000001180556,0.0002153782],"genre_scores_gemma":[0.9993818,0.0003125459,0.0001150369,0.00003881349,0.000003607715,0.00001677667,0.00007655541,4.581165e-7,0.00005439786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02193193,"threshold_uncertainty_score":0.04360861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03152180135113634,"score_gpt":0.2795470605029125,"score_spread":0.2480252591517761,"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."}}