{"id":"W4300689675","doi":"10.1371/journal.pone.0273148","title":"Prolonged diarrhea among under-five children in Bangladesh: Burden and risk factors","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; Sveriges Regering; Government of Canada","keywords":"Medicine; Diarrhea; Rotavirus; Logistic regression; Pediatrics; Epidemiology; Under-five; Bloody diarrhea; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003511263,0.0002788595,0.0003167662,0.0008938889,0.0003866896,0.0005570684,0.0002775492,0.0002509409,0.002598579],"category_scores_gemma":[0.0008930448,0.0001727365,0.0002438466,0.002320838,0.000333962,0.0004366773,0.0005300427,0.0003088797,0.0002370578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007034678,"about_ca_system_score_gemma":0.0006845046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03201257,"about_ca_topic_score_gemma":0.02998532,"domain_scores_codex":[0.9996363,0.00007490428,0.00006403531,0.00006069863,0.00006443361,0.00009965274],"domain_scores_gemma":[0.9990494,0.00008018121,0.0005607213,0.00002447668,0.00008643107,0.0001987749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001939051,0.000006217759,0.9984554,0.00003794432,0.00001016686,0.00006847461,0.000137398,0.00001689092,0.00006901859,0.00001119326,0.00009506995,0.001072888],"study_design_scores_gemma":[0.00000116036,0.00003175562,0.9983687,0.00004613603,0.000008285986,0.0002440054,0.0008829737,0.00002335212,0.00001522096,0.00001627586,0.0003593477,0.000002951111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952717,0.001510078,0.00003800085,0.0002069515,0.00000712644,0.00001587429,0.002205672,0.000003363985,0.0007411885],"genre_scores_gemma":[0.9975842,0.00128238,0.00006665628,0.00002929322,0.000008600528,0.00001043721,0.0008989995,0.000001035804,0.0001184812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03201257,"threshold_uncertainty_score":0.06365252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172371693358452,"score_gpt":0.2250587093232516,"score_spread":0.2033349923896671,"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."}}