{"id":"W3028701927","doi":"10.1371/journal.pone.0233697","title":"Monitoring maternal near miss/severe maternal morbidity: A systematic review of global practices","year":2020,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Population; Pediatrics; Intensive care medicine; Emergency medicine; Psychological intervention; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003960535,0.0005539557,0.00590239,0.00004287193,0.00005690126,0.00006149364,0.0004368515,0.0002678263,0.0002475519],"category_scores_gemma":[0.0005154262,0.0003923643,0.0005677186,0.0003175657,0.00004485704,0.0001182143,0.0001840459,0.0005920366,0.0005890231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003259099,"about_ca_system_score_gemma":0.0004902002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004895938,"about_ca_topic_score_gemma":0.000002307876,"domain_scores_codex":[0.9956484,0.0003389128,0.001832633,0.0004883636,0.001313286,0.0003783789],"domain_scores_gemma":[0.9954455,0.00009619856,0.00311993,0.0006283728,0.0002801809,0.0004298083],"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":[0.00003756542,0.0002539141,0.001357752,0.9871957,0.001515057,0.0005902759,0.00001010299,2.199427e-9,0.000001576394,0.00001065492,0.00002331357,0.00900413],"study_design_scores_gemma":[0.0001826605,0.0002157568,0.000130341,0.9731232,0.01522275,0.001194148,0.000008349501,0.000004312691,0.00002313081,0.000006148952,0.0096238,0.0002654309],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001101675,0.9940735,6.416712e-7,0.0002925382,0.0001909544,0.003321115,0.0002622944,0.00009107123,0.0006662113],"genre_scores_gemma":[0.0001774421,0.9970853,0.0009292861,0.000164247,0.0007029279,0.0002166134,0.00003068404,0.00007230444,0.0006212402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01407249,"threshold_uncertainty_score":0.9998528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1995446222533231,"score_gpt":0.3983702538104094,"score_spread":0.1988256315570863,"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."}}