{"id":"W4283642587","doi":"10.3390/life12070963","title":"Iron Overload and Breast Cancer: Iron Chelation as a Potential Therapeutic Approach","year":2022,"lang":"en","type":"review","venue":"Life","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Balsillie School of International Affairs; University of Waterloo","funders":"","keywords":"Breast cancer; Cancer research; Cancer; Carcinogenesis; Cancer cell; Medicine; Chemistry; Internal medicine; Oncology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001506882,0.0003311802,0.001021971,0.000138628,0.0001177142,0.00002861306,0.0001016151,0.0002289174,0.001596438],"category_scores_gemma":[0.0000182486,0.000263589,0.0002475746,0.0002023878,0.00005906299,0.00006068735,0.00007584746,0.000459696,0.00003999796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007132158,"about_ca_system_score_gemma":0.0004414661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002775748,"about_ca_topic_score_gemma":0.000001522044,"domain_scores_codex":[0.9984584,0.000136168,0.0003346026,0.0004365019,0.0003812284,0.0002530735],"domain_scores_gemma":[0.9992707,0.00002660558,0.0002068123,0.0003098431,0.00001375685,0.0001722899],"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":[0.00005647931,0.0001062581,0.00003846476,0.01359972,0.00005500206,0.000006293538,0.0001012003,0.000002950089,0.00000100798,0.0002626076,0.0005153642,0.9852546],"study_design_scores_gemma":[0.0008645394,0.0000502352,0.0008134843,0.0004427388,0.002780022,0.0002274146,0.0001195251,0.00002357146,3.588923e-8,0.00001813178,0.9943903,0.000269995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007848175,0.992882,0.00002862428,0.0001646109,0.0003688397,0.0008823581,0.0001081384,0.0000526828,0.005434263],"genre_scores_gemma":[0.0002246661,0.9958877,0.00004665353,0.0006451965,0.0006229959,0.0001976393,0.0004962538,0.00006483408,0.001814063],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.993875,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101777934744173,"score_gpt":0.3140311169525141,"score_spread":0.2830133376050724,"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."}}