{"id":"W7132928012","doi":"","title":"Evaluation de la perception et du management du statut en vitamine D dans les unités de soins intensifs pédiatriques en Suisse, en France et au Québec","year":2025,"lang":"fr","type":"dissertation","venue":"IRIS","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vitamin deficiency; Population; Ascorbic acid; Older people","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008748878,0.0006470002,0.0007429657,0.0007038207,0.0004319953,0.0001036315,0.0004154187,0.000670316,0.0002213826],"category_scores_gemma":[0.008899487,0.0006364014,0.0002553556,0.0005136191,0.0002453926,0.0002400819,0.000253321,0.00136054,0.00007676976],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007124752,"about_ca_system_score_gemma":0.005890907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2156564,"about_ca_topic_score_gemma":0.2361532,"domain_scores_codex":[0.9910054,0.005293251,0.0007044522,0.0007564441,0.001388639,0.0008518278],"domain_scores_gemma":[0.9946716,0.00292676,0.0002622099,0.0005262624,0.001381891,0.0002312133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003223774,0.0009141682,0.5029203,0.005135501,0.002165049,0.0004021159,0.3106966,0.001665642,0.01377164,0.002251235,0.01465105,0.1451043],"study_design_scores_gemma":[0.001740737,0.0003396552,0.8567028,0.002257647,0.001535917,0.00002309488,0.1036764,0.007487027,0.0005355987,0.0001584918,0.02511722,0.0004253632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422708,0.004682429,0.01079147,0.01386083,0.0006668053,0.002152875,0.0001734543,0.0001709037,0.0252305],"genre_scores_gemma":[0.9305446,0.02922032,0.00247566,0.0004616539,0.0008608212,0.0007489728,0.002184502,0.0001016958,0.03340174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3537825,"threshold_uncertainty_score":0.9997448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126884329265392,"score_gpt":0.3763287948688143,"score_spread":0.3550599515761603,"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."}}