{"id":"W4388292452","doi":"10.22541/au.169900987.75880577/v1","title":"FEASIBILITY STUDY OF MICRONUTRIENT STATUS AND BODY MASS INDEX OF NEWLY DIAGNOSED PEDIATRIC ONCOLOGY PATIENTS: RESEARCH COMMENTARY","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Micronutrient; Body mass index; Medicine; Malnutrition; Body weight; Selenium; Internal medicine; Micronutrient deficiency; Chemistry; Pathology","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":[0.0060953,0.0001468082,0.0004932144,0.0003481026,0.0004285159,0.0004860934,0.0006282437,0.001170848,0.002700479],"category_scores_gemma":[0.02297271,0.00009403966,0.0003677483,0.0006775851,0.0004792059,0.0005085032,0.0002010488,0.0004268139,0.0004149486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003642352,"about_ca_system_score_gemma":0.001780235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582708,"about_ca_topic_score_gemma":0.004112981,"domain_scores_codex":[0.9978443,0.001461942,0.0002860913,0.0001279865,0.0001936274,0.000086049],"domain_scores_gemma":[0.9630236,0.03011108,0.002509661,0.0005279933,0.00313189,0.0006956925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01010466,0.001889134,0.8159282,0.01309666,0.0005312763,0.003374904,0.002171597,0.0001272774,0.002322519,0.0007379321,0.0147467,0.1349692],"study_design_scores_gemma":[0.002723172,0.03916852,0.8777428,0.005880708,0.002165675,0.006792425,0.01479778,0.0005954492,0.00257556,0.001005496,0.04644286,0.0001095233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9194727,0.0478968,0.0007993816,0.018466,0.001195136,0.001550403,0.001851074,0.00002036218,0.008748098],"genre_scores_gemma":[0.9664724,0.01314096,0.002028876,0.01217314,0.003031336,0.001086581,0.0007093918,0.000005967619,0.001351381],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0060953,"threshold_uncertainty_score":0.03223544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127037752769204,"score_gpt":0.4291408679407821,"score_spread":0.3164370926638617,"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."}}