{"id":"W35582782","doi":"10.1111/apa.16410","title":"Development and an initial validation of the Responses to Illness Severity Quantification (RISQ) score for severely malnourished children.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00978086,0.0007651125,0.0004064661,0.001021203,0.0004087577,0.0005629462,0.000696849,0.0005842527,0.001320502],"category_scores_gemma":[0.01988013,0.0002366195,0.0005941375,0.0005273299,0.0005749936,0.0006859252,0.0009786488,0.0009451651,0.0004722193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006804101,"about_ca_system_score_gemma":0.0017057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003563501,"about_ca_topic_score_gemma":0.003379222,"domain_scores_codex":[0.9964266,0.001974419,0.0004549289,0.0002275637,0.0007250149,0.0001914382],"domain_scores_gemma":[0.9930906,0.002361691,0.001093205,0.0003900864,0.002621106,0.0004433787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007837729,0.0006556579,0.9547354,0.0001893615,0.00007304351,0.0001200409,0.0008447155,0.0005972359,0.002083425,0.0002488924,0.00110189,0.03856651],"study_design_scores_gemma":[0.0001496257,0.003465971,0.9877369,0.0001404291,0.00004067228,0.0003155511,0.001019084,0.002306162,0.001900652,0.0001433942,0.002762871,0.00001862546],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895846,0.0002657768,0.003917439,0.0002078647,0.00007123985,0.002489361,0.001610477,0.00002994584,0.001823151],"genre_scores_gemma":[0.9788619,0.0001687667,0.01550162,0.00006958441,0.0000177625,0.002179745,0.002665274,0.00001385956,0.000521509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00978086,"threshold_uncertainty_score":0.0517267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05319487665556213,"score_gpt":0.2904200255421297,"score_spread":0.2372251488865676,"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."}}