{"id":"W4386897411","doi":"10.32920/24168447.v1","title":"Nutritional risk in early childhood and parent-reported school concerns","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Hamilton Health Sciences; Public Health Ontario; University of Guelph; Hospital for Sick Children","funders":"Institute of Nutrition, Metabolism and Diabetes; Institute of Human Development, Child and Youth Health; Danone; Canadian Institutes of Health Research; Danone Institute of Canada; Instituto Danone; Council for Science and Technology Policy; Hospital for Sick Children; St. Michael's Hospital Foundation; Canadian Child Health Clinician Scientist Program; Dairy Farmers of Ontario; Dairy Farmers of Canada; Mead Johnson Nutrition","keywords":"Medicine; Confounding; Logistic regression; Odds ratio; Demography; Prospective cohort study; Cohort; Pediatrics; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004677427,0.0002094705,0.0002321401,0.0005180454,0.0003712711,0.0004966318,0.0003214917,0.0003856257,0.002570513],"category_scores_gemma":[0.001664267,0.0003128502,0.0002749098,0.0007609077,0.0001806494,0.0002538128,0.0003462759,0.0004798689,0.0002924298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007252455,"about_ca_system_score_gemma":0.0007961459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1083411,"about_ca_topic_score_gemma":0.1440358,"domain_scores_codex":[0.9997283,0.00005310184,0.00001843013,0.00005211152,0.00007034214,0.00007778149],"domain_scores_gemma":[0.998798,0.0001116799,0.0006150766,0.00005778107,0.0001853942,0.0002319899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007698967,0.00002602231,0.9983864,0.00001049222,0.00001788085,0.00005861625,0.00007925629,0.00001447598,0.00004829326,0.00001267402,0.0004201838,0.0008487662],"study_design_scores_gemma":[0.000002626246,0.00003041266,0.9996428,0.00001136381,0.000008471288,0.00005402499,0.0000751158,0.00002540358,0.00001633401,0.000004432663,0.0001275802,0.000001410016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975937,0.0002038204,0.00004017383,0.0000947871,0.000007647192,0.00001243072,0.001402784,0.000003712371,0.0006409156],"genre_scores_gemma":[0.99765,0.0002004482,0.00009818605,0.0000416426,0.000007794258,0.00002689572,0.001177149,0.000002917455,0.00079499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1083411,"threshold_uncertainty_score":0.215421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0570445976837035,"score_gpt":0.3239930951250856,"score_spread":0.2669484974413821,"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."}}