{"id":"W7017388940","doi":"","title":"The Association between Water, Sanitation, Hygiene, and Child Underweight in Punjab, Pakistan: An Application of Population Attributable Fraction","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Underweight; Sanitation; Population; Viet nam; Hygiene; Public health; Logistic regression; Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005040703,0.0003943393,0.0004290761,0.001607914,0.0006108944,0.0007367683,0.001061374,0.0006413626,0.002665512],"category_scores_gemma":[0.007392181,0.000340662,0.001866255,0.002788928,0.0004965054,0.0006113446,0.001450316,0.001223096,0.0001791514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007759398,"about_ca_system_score_gemma":0.0009292854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03494072,"about_ca_topic_score_gemma":0.02122941,"domain_scores_codex":[0.9960009,0.001852459,0.0004392181,0.0006935302,0.0007573103,0.0002566287],"domain_scores_gemma":[0.9946309,0.002909141,0.001355426,0.0005938823,0.0003518204,0.0001587311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007834069,0.00004760443,0.9941176,0.00006702279,0.0005048925,0.00006766432,0.000205221,0.0003011609,0.0000432784,0.00017893,0.0003331488,0.004055021],"study_design_scores_gemma":[0.00001246817,0.0001302277,0.9947661,0.00004108339,0.0002718052,0.000138213,0.0005588729,0.002820372,0.00006763553,0.0002294223,0.0009519837,0.00001175629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895414,0.001315239,0.003064818,0.0004596077,0.0000875926,0.0002136402,0.003862812,0.00003522226,0.001419652],"genre_scores_gemma":[0.9961423,0.0003118032,0.00165892,0.00006296374,0.0000396337,0.0002328733,0.00123183,0.000006443029,0.0003132365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03494072,"threshold_uncertainty_score":0.0694747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07986543629649966,"score_gpt":0.4980499406819749,"score_spread":0.4181845043854752,"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."}}