{"id":"W4367595762","doi":"10.29007/2qhl","title":"An Association Analysis of Breast Cancer with Carotenoids.","year":2023,"lang":"en","type":"article","venue":"EPiC series in computing","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University; University of Alberta","funders":"","keywords":"Exposome; Breast cancer; Cancer; Medicine; Carcinogenesis; Oncology; Bioinformatics; Environmental health; Biology; Internal medicine","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":[0.001929189,0.0001885706,0.0002750118,0.001768034,0.0003671316,0.0004593477,0.0002257148,0.0002221548,0.003126958],"category_scores_gemma":[0.004422544,0.000136166,0.0013325,0.002133914,0.0001596106,0.0001750021,0.0003556693,0.0004317774,0.0003682153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002176098,"about_ca_system_score_gemma":0.0007465898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005323106,"about_ca_topic_score_gemma":0.007804179,"domain_scores_codex":[0.9988769,0.0005321135,0.00006835617,0.0001952549,0.0002592152,0.00006823249],"domain_scores_gemma":[0.9972183,0.001693087,0.0003726845,0.0003073046,0.0002587584,0.0001499004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008439118,0.0001233493,0.9593289,0.0001314944,0.001750281,0.0005147078,0.00009397979,0.0008344686,0.004780826,0.0006007827,0.001347834,0.0296494],"study_design_scores_gemma":[0.00004455863,0.0004544673,0.9840842,0.00002144281,0.001379778,0.00126482,0.0001576197,0.002708564,0.002383214,0.0009671088,0.00651713,0.00001706354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656563,0.004494103,0.01514707,0.0008533844,0.0001850314,0.00009586156,0.008392831,0.0001538846,0.005021501],"genre_scores_gemma":[0.9853849,0.001019688,0.007851289,0.00008619862,0.00003730292,0.00004794849,0.002407613,0.00001902064,0.003146046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005323106,"threshold_uncertainty_score":0.01058424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006437992204812796,"score_gpt":0.2669787566759119,"score_spread":0.2605407644710991,"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."}}