{"id":"W4386885759","doi":"10.32920/24168459","title":"Nutritional Risk in Early Childhood and School Readiness","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Public Health Ontario; University of Guelph; Hospital for Sick Children; St. Michael's Hospital; McMaster University","funders":"Institute of Nutrition, Metabolism and Diabetes; Institute of Human Development, Child and Youth Health; Danone Institute of Canada; Instituto Danone; Council for Science and Technology Policy; Hospital for Sick Children; Canadian Child Health Clinician Scientist Program; Dairy Farmers of Ontario; St. Michael's Hospital Foundation; Canadian Institutes of Health Research; Danone; Centre for Addiction and Mental Health Foundation; Dairy Farmers of Canada; Mead Johnson Nutrition","keywords":"Milestone; Medicine; Prospective cohort study; Pediatrics; Cohort; Family medicine; 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":[0.0004514946,0.0002533036,0.000261906,0.0009089001,0.000540569,0.0009433752,0.0003752937,0.000514569,0.007476274],"category_scores_gemma":[0.002507541,0.0002533901,0.0004814296,0.0009673646,0.0002667275,0.0005737976,0.0006667961,0.000971,0.0007865806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006974569,"about_ca_system_score_gemma":0.0009270276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04125841,"about_ca_topic_score_gemma":0.04672083,"domain_scores_codex":[0.9997167,0.00006875316,0.00002565316,0.00004543414,0.0000623164,0.00008113604],"domain_scores_gemma":[0.9986807,0.0001644976,0.0005388039,0.00004755778,0.0001696197,0.0003987528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007351985,0.0001489393,0.989939,0.00005110188,0.00006288822,0.00006785903,0.0001715069,0.00003757778,0.00007447059,0.0001617675,0.0009961888,0.008215232],"study_design_scores_gemma":[0.000001895392,0.00003696516,0.9989529,0.00007575189,0.00002046338,0.00006086747,0.0002321656,0.00003290315,0.00002733616,0.0000677193,0.0004875776,0.000003499609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866006,0.004368864,0.0001036163,0.00165387,0.00007050081,0.00002514088,0.001418417,0.00001742726,0.005741712],"genre_scores_gemma":[0.9946773,0.002322875,0.0001378139,0.0001618278,0.00002652238,0.00002089182,0.0006730743,0.000005829362,0.001973771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04125841,"threshold_uncertainty_score":0.08203655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954638346322557,"score_gpt":0.2723646564437823,"score_spread":0.2528182729805567,"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."}}