{"id":"W4414570961","doi":"10.5489/cuaj.9438","title":"Rethinking vitamin D supplementation in calcium stone formers","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Calcium; Vitamin D and neurology; Hyperparathyroidism; Calcium supplementation; vitamin D deficiency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001274779,0.0002167754,0.0009595637,0.0007718164,0.001281483,0.001298537,0.0008871386,0.002225011,0.004809175],"category_scores_gemma":[0.008016899,0.0001783782,0.0009919013,0.0005836091,0.0005780664,0.0008755757,0.0006019352,0.002694197,0.0005185162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268663,"about_ca_system_score_gemma":0.00280171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02329996,"about_ca_topic_score_gemma":0.04860577,"domain_scores_codex":[0.9991121,0.0002123779,0.0001959422,0.0001116788,0.0002539504,0.00011399],"domain_scores_gemma":[0.9976153,0.001319154,0.0002052729,0.00006502547,0.0003522274,0.0004429857],"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":[0.01446312,0.003666975,0.09532532,0.003687613,0.0009994047,0.002766011,0.002092808,0.0003159168,0.008423726,0.002451798,0.05355209,0.8122552],"study_design_scores_gemma":[0.009150603,0.0121782,0.3594866,0.01815999,0.005803685,0.01138548,0.008091212,0.001394206,0.008257405,0.01837536,0.5473361,0.0003811451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5057622,0.2551773,0.002271808,0.1897975,0.009134195,0.0002611882,0.000847513,0.0002500629,0.03649818],"genre_scores_gemma":[0.8982294,0.05950267,0.004735347,0.02717676,0.003464006,0.0001133909,0.0002751917,0.00005709786,0.00644601],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02329996,"threshold_uncertainty_score":0.04632866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697347021763597,"score_gpt":0.2260700046123149,"score_spread":0.209096534394679,"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."}}