{"id":"W4410557387","doi":"10.3389/fped.2025.1601409","title":"Emerging therapeutic strategies for cystinosis","year":2025,"lang":"en","type":"review","venue":"Frontiers in Pediatrics","topic":"Biomedical Research and Pathophysiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Cystinosis; Cysteamine; Medicine; Bench to bedside; Intensive care medicine; Bioinformatics; Pediatrics; Internal medicine; Cystine; Biology","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":[0.0008833409,0.0007399318,0.0009328604,0.002152362,0.0003733243,0.001195678,0.0009050544,0.001390322,0.005080924],"category_scores_gemma":[0.0008186104,0.0002015723,0.0005179948,0.001103423,0.0008010723,0.002010014,0.001048816,0.00300651,0.002420347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006858828,"about_ca_system_score_gemma":0.0009873883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004941464,"about_ca_topic_score_gemma":0.00116829,"domain_scores_codex":[0.9997488,0.0000547829,0.00003476486,0.00004045178,0.00009155976,0.00002966127],"domain_scores_gemma":[0.9996734,0.0001636345,0.00003367084,0.00001466673,0.00007977428,0.00003488089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007035197,0.0001011481,0.0001461077,0.01551928,0.00006827284,0.000492594,0.0001380112,0.0002796265,0.002806816,0.02061631,0.04435749,0.915404],"study_design_scores_gemma":[0.00001410564,0.00005811413,0.000238307,0.002808946,0.00003009793,0.001345297,0.00006392853,0.00005333559,0.0003918077,0.004719305,0.9902665,0.00001025973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001048279,0.9965444,0.0002750146,0.001033575,0.0004609389,0.00000606638,0.00001465171,0.00001351521,0.001547024],"genre_scores_gemma":[0.0009364603,0.9966782,0.0004274033,0.0006850143,0.0003672418,0.00001141072,0.00003070786,0.000003303843,0.0008602204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005080924,"threshold_uncertainty_score":0.01699746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435969072161591,"score_gpt":0.3910529324730875,"score_spread":0.3466932417514716,"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."}}