{"id":"W4399859952","doi":"10.58931/cect.2024.3241","title":"Review of Nutritional Supplementation Options for the Anterior Segment: An Evidence Based Approach","year":2024,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002220429,0.00006497783,0.0001008405,0.0001131735,0.0001014704,0.00002257692,0.0000590642,0.00002510592,0.0006022473],"category_scores_gemma":[0.0000916659,0.00004953862,0.00008831507,0.0001938644,0.00003195153,0.00009466223,0.000003383657,0.00007230516,0.00000406992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002288362,"about_ca_system_score_gemma":0.0005450542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224961,"about_ca_topic_score_gemma":0.001773742,"domain_scores_codex":[0.9994357,0.00003160924,0.0001536505,0.0001523288,0.0001044165,0.0001222894],"domain_scores_gemma":[0.9994496,0.00007319693,0.00002136091,0.0001540246,0.0001658109,0.0001360321],"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":[0.0002544921,0.0002307684,0.004372961,0.1843604,0.0006130129,0.0001040235,0.005179803,0.0002032818,0.01778738,0.01016488,0.2744198,0.5023093],"study_design_scores_gemma":[0.002095345,0.0006802282,0.009265368,0.1184634,0.001124747,0.0001095164,0.00641656,0.01760733,0.00872833,0.00009506863,0.8349051,0.0005089728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004144028,0.8502647,0.04970789,0.08159366,0.001335913,0.008734494,0.002236142,0.0001735141,0.001809663],"genre_scores_gemma":[0.9670106,0.008986466,0.006232687,0.01447606,0.0004561331,0.001214924,0.001146237,0.00003349419,0.0004433872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9628666,"threshold_uncertainty_score":0.6594185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05032163707160908,"score_gpt":0.3469954713310118,"score_spread":0.2966738342594027,"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."}}