{"id":"W4410316386","doi":"10.2196/66576","title":"Association Between Household Livestock Ownership and Stunting in Children Younger Than 5 Years in Central Rural India: Protocol for a Case-Control Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Livestock; Protocol (science); Environmental health; Association (psychology); Socioeconomics; Rural area; Geography; Psychology; Medicine; Economics; Computer science; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01606808,0.002365767,0.003737447,0.003457451,0.003066246,0.001507716,0.002602163,0.003124606,0.02972936],"category_scores_gemma":[0.0114908,0.001900585,0.001960799,0.002927229,0.001518452,0.001736128,0.001467789,0.001756696,0.004851668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002415885,"about_ca_system_score_gemma":0.007975026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005734378,"about_ca_topic_score_gemma":0.006599546,"domain_scores_codex":[0.9909971,0.004237841,0.001801551,0.001059565,0.0008544545,0.001049454],"domain_scores_gemma":[0.9938944,0.001121546,0.001452923,0.0008413764,0.001824717,0.0008650096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2127392,0.08779188,0.3483046,0.04868293,0.002023876,0.01054885,0.01254175,0.009375834,0.02305509,0.01189605,0.07910869,0.1539312],"study_design_scores_gemma":[0.1118928,0.1240063,0.5495822,0.01317933,0.001535246,0.002949778,0.01173493,0.009596544,0.007349033,0.005504827,0.1618619,0.000807096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01199489,0.0002038918,0.001680109,0.0000875457,0.00007454087,0.9822578,0.002431575,0.0000388201,0.001230961],"genre_scores_gemma":[0.01021712,0.0001959132,0.002754301,0.0001423339,0.00003250937,0.9851054,0.001037225,0.000004658918,0.0005105746],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02972936,"threshold_uncertainty_score":0.09945464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.124021735353454,"score_gpt":0.4712931768857755,"score_spread":0.3472714415323216,"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."}}