{"id":"W4414011475","doi":"10.1371/journal.pone.0319110","title":"Southern European Prospective Investigation Into Childhood Cancer and Nutrition (EPICkids): Study design and protocol","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"World Health Organization","keywords":"Medicine; Protocol (science); European Prospective Investigation into Cancer and Nutrition; Cancer; Prospective cohort study; Environmental health; Gerontology; Internal medicine; Pathology; Alternative medicine","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":[0.01487566,0.003324628,0.002809962,0.002817957,0.002323253,0.002270647,0.00302381,0.002548093,0.04784454],"category_scores_gemma":[0.01052464,0.002145883,0.001538552,0.004144651,0.001236251,0.001489292,0.00229068,0.002101218,0.008833788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00312667,"about_ca_system_score_gemma":0.01513863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009675214,"about_ca_topic_score_gemma":0.01217884,"domain_scores_codex":[0.9914485,0.005053428,0.001167405,0.001271763,0.0004947163,0.0005642668],"domain_scores_gemma":[0.9944327,0.001214973,0.0007622859,0.001118673,0.001591137,0.000880284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.205377,0.01355736,0.1001533,0.0398459,0.003618756,0.002312127,0.00315097,0.007096174,0.004613144,0.02209861,0.4388355,0.1593412],"study_design_scores_gemma":[0.1391909,0.01552502,0.18243,0.01588546,0.002736365,0.001293176,0.00329876,0.006280486,0.002382299,0.01180401,0.6184987,0.0006748181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01364901,0.001973847,0.008216523,0.0007011128,0.0005589809,0.9104921,0.05688963,0.0002258282,0.007292912],"genre_scores_gemma":[0.008935348,0.0008953222,0.007088079,0.0006041673,0.0001030825,0.9705268,0.01052392,0.0000226276,0.001300583],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04784454,"threshold_uncertainty_score":0.1600559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04560243433851869,"score_gpt":0.3062370115909752,"score_spread":0.2606345772524565,"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."}}