{"id":"W2101139919","doi":"10.1186/bcr2646","title":"Role of dietary fatty acids in mammary gland development and breast cancer","year":2010,"lang":"en","type":"review","venue":"Breast Cancer Research","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Canadian Institutes of Health Research; Canadian Breast Cancer Research Alliance","keywords":"Breast cancer; Polyunsaturated fatty acid; Surgical oncology; Medicine; Cancer; Mammary gland; Physiology; Cancer prevention; Internal medicine; Bioinformatics; Oncology; Fatty acid; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002396226,0.0005440432,0.001777025,0.00125158,0.000337618,0.0001285021,0.001002039,0.0007108388,0.0003796164],"category_scores_gemma":[0.00005205831,0.0004402926,0.0001854755,0.001390851,0.0005332998,0.0002576654,0.0007263119,0.003794228,0.00003801822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218103,"about_ca_system_score_gemma":0.004657922,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536197,"about_ca_topic_score_gemma":0.01539809,"domain_scores_codex":[0.9937198,0.0008727473,0.0009713222,0.001010907,0.001645795,0.001779433],"domain_scores_gemma":[0.9974988,0.000354877,0.0002247677,0.0007454352,0.0004838695,0.0006922241],"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":[0.0004875614,0.0001757224,0.006503704,0.02324615,0.00008752986,0.00003207199,0.0003622274,3.019761e-7,0.0001182393,0.00001997025,0.0004852788,0.9684812],"study_design_scores_gemma":[0.001027234,0.00009362148,0.1390259,0.02644401,0.00005702203,0.0003936335,0.0001002181,0.00001918777,0.0001339664,0.00009093659,0.8319986,0.0006156383],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001660992,0.9928775,0.000001237444,0.001798247,0.0002887009,0.00166522,0.001232953,0.00003330792,0.0004418174],"genre_scores_gemma":[0.0007332081,0.9967315,0.0004145657,0.00003974304,0.0005482665,0.001170809,0.0001078724,0.0001141541,0.0001398934],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9678656,"threshold_uncertainty_score":0.9998049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08597292197620282,"score_gpt":0.4283234416304955,"score_spread":0.3423505196542927,"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."}}