{"id":"W4405217874","doi":"10.32832/pro.v7i6.877","title":"Analysis of the Characteristics of Diarrhea Patients at Bojong 1 Health Center in the First Quarter of 2024","year":2024,"lang":"en","type":"article","venue":"PROMOTOR","topic":"Public Health and Nutrition","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diarrhea; Toddler; Medicine; Quarter (Canadian coin); Pediatrics; Under-five; Demography; Environmental health; Geography; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004351853,0.00005872284,0.0002823135,0.0001710348,0.00002156185,0.000003568457,0.000082879,0.00003790919,0.00009199681],"category_scores_gemma":[0.0000743467,0.00003152263,0.0001220308,0.0006444202,0.0000389502,0.00002997,0.00002318087,0.0001055865,0.000002353062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007297743,"about_ca_system_score_gemma":0.00008813394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001161199,"about_ca_topic_score_gemma":0.0001005028,"domain_scores_codex":[0.9989869,0.00007708237,0.0004449593,0.0001060445,0.0002509953,0.0001340094],"domain_scores_gemma":[0.9994619,0.00006811969,0.0001314199,0.0002236927,0.00006742975,0.00004744803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007133828,0.0005333268,0.990316,0.002117299,0.0001005365,0.000001036341,0.002258112,3.838498e-8,0.00004285968,0.0000296752,0.002830859,0.001698929],"study_design_scores_gemma":[0.0003800527,0.0002967562,0.9917291,0.0004074819,0.00010918,8.353476e-7,0.00003731471,0.0005519927,0.0001039757,0.000008833148,0.00635011,0.00002435981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895006,0.0001977642,0.000005505398,0.009032914,0.0001998539,0.0005744097,0.0003133362,0.000004333458,0.0001712639],"genre_scores_gemma":[0.9993285,0.00005097406,0.00001121841,0.0004005219,0.00004119188,0.00002806132,0.00008456045,0.000005202953,0.00004976983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00982788,"threshold_uncertainty_score":0.1285456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01245614912756994,"score_gpt":0.2877801656765355,"score_spread":0.2753240165489655,"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."}}