{"id":"W4391390536","doi":"10.4102/hsag.v29i0.2175","title":"Utilisation of partogram at a district in the North West Province, South Africa","year":2024,"lang":"en","type":"article","venue":"Health SA Gesondheid","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"North-West University","keywords":"Cephalopelvic disproportion; Checklist; Obstructed labour; Medicine; Nonprobability sampling; Health care; Simple random sample; Childbirth; Socioeconomics; Environmental health; Family medicine; Nursing; Population; Psychology; Pregnancy; Economic growth; Sociology","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":[0.0003929992,0.0002603768,0.0002732458,0.001028499,0.001659024,0.0007907625,0.0006101348,0.0003861079,0.004356395],"category_scores_gemma":[0.001502663,0.0003362512,0.0001728604,0.00174391,0.0008760894,0.0004354182,0.0008375272,0.0002403881,0.000274128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002405148,"about_ca_system_score_gemma":0.004429475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09591033,"about_ca_topic_score_gemma":0.170414,"domain_scores_codex":[0.9995717,0.0001111372,0.00002476748,0.00006048893,0.00007391953,0.0001579896],"domain_scores_gemma":[0.999017,0.0002308689,0.0002889469,0.00003634148,0.0001117907,0.0003150877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002820871,0.0002213243,0.8825462,0.001663323,0.00005327525,0.01743465,0.04577846,0.0004879314,0.005949675,0.0007776181,0.002108598,0.04269687],"study_design_scores_gemma":[0.00001833371,0.000351391,0.9322124,0.0002998192,0.00002806905,0.003813595,0.05809487,0.000266754,0.000398029,0.0001439074,0.00434123,0.00003160385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998526,0.0002711718,0.00005512285,0.0001554161,0.00000430881,0.00004141394,0.0002016579,0.000003044235,0.000741988],"genre_scores_gemma":[0.9981225,0.0004842739,0.0002545321,0.00006952829,0.000003972939,0.00004558359,0.0001072379,0.00000199258,0.0009104246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09591033,"threshold_uncertainty_score":0.1907042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05990781138482992,"score_gpt":0.3475502216067076,"score_spread":0.2876424102218777,"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."}}