{"id":"W4409633666","doi":"10.1158/1538-7445.am2025-6831","title":"Abstract 6831: Systems biology analysis of vitamin D3 reveals new anticancer properties","year":2025,"lang":"en","type":"article","venue":"Cancer Research","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology; Computational biology; Physiology; Cancer research","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":[0.00016687,0.0003623731,0.0004050201,0.0002686173,0.0002922779,0.0006435206,0.0002745897,0.0003947602,0.004627495],"category_scores_gemma":[0.0002128048,0.0001050767,0.0005241655,0.0004122619,0.0002343225,0.0002474892,0.0002195595,0.0004314593,0.0007846581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083118,"about_ca_system_score_gemma":0.0005432304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003315979,"about_ca_topic_score_gemma":0.002095091,"domain_scores_codex":[0.9998878,0.00001464615,0.000005237782,0.00004052846,0.00003810995,0.00001358347],"domain_scores_gemma":[0.9999423,0.00001758534,0.000009891942,0.000007168266,0.00001633491,0.000006710083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006314976,0.000124579,0.00238812,0.001046974,0.00009603221,0.0001289852,0.00003699191,0.01057509,0.9465588,0.00398411,0.003484683,0.03094416],"study_design_scores_gemma":[0.0001348885,0.0007004524,0.009548914,0.00004990471,0.0001448189,0.0002430375,0.00006658369,0.05887711,0.8771189,0.004784816,0.04829045,0.00004014191],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8573684,0.02307943,0.07161508,0.002400868,0.0002815648,0.0002649513,0.01793948,0.002234341,0.02481587],"genre_scores_gemma":[0.9689894,0.005508675,0.01235916,0.0001671659,0.00002322033,0.00009921138,0.007662127,0.00008462788,0.005106331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004627495,"threshold_uncertainty_score":0.01548052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479417772945058,"score_gpt":0.4795455169632398,"score_spread":0.331603739668734,"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."}}