{"id":"W4385611714","doi":"10.61171/pjbmr.v1i2.21","title":"Knowledge about childhood diarrhea among mothers: A systematic review of 2020 onwards","year":2023,"lang":"en","type":"review","venue":"Pioneer Journal of Biostatistics and Medical Research","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Diarrhea; Systematic review; Medicine; Family medicine; MEDLINE; Psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009205046,0.0003290021,0.003367036,0.0007668473,0.0001292942,0.0001033622,0.0007631698,0.0003608015,0.0001742013],"category_scores_gemma":[0.02091437,0.0002134838,0.0004946724,0.001114344,0.0004784767,0.00007980747,0.0002291644,0.001973107,0.00004332263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395834,"about_ca_system_score_gemma":0.0006420825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001658837,"about_ca_topic_score_gemma":0.000007092201,"domain_scores_codex":[0.9921291,0.001814419,0.00264302,0.000291139,0.002632799,0.0004895451],"domain_scores_gemma":[0.9921342,0.004498783,0.001017221,0.0003340974,0.001168341,0.0008473854],"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":[0.00001048577,0.0002111609,0.000003799667,0.8476762,0.000279248,0.0001454761,0.0002262772,5.972808e-9,3.551908e-8,0.00007623643,0.01662067,0.1347504],"study_design_scores_gemma":[0.0004681121,0.0002679164,0.0000369427,0.8904041,0.001149548,0.0003181697,0.00004142134,0.00001843384,0.000001038631,0.0002761167,0.1068407,0.0001775098],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009111466,0.9965281,0.0001393266,0.0008241474,0.0006425679,0.001426075,0.000268296,0.00001224295,0.0001500815],"genre_scores_gemma":[0.00006154532,0.9988064,0.0001262917,0.0001032388,0.0005905072,0.00003780284,0.00005254515,0.00007932395,0.0001423654],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1345729,"threshold_uncertainty_score":0.9873329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07614969103445837,"score_gpt":0.4506187225217586,"score_spread":0.3744690314873003,"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."}}