{"id":"W2810519364","doi":"10.1039/c8an00345a","title":"Breast cancer subtype specific biochemical responses to radiation","year":2018,"lang":"en","type":"article","venue":"The Analyst","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Okanagan University College; University of British Columbia, Okanagan Campus; BC Cancer Agency; Kelowna General Hospital; University of British Columbia","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Cancer; Breast cancer; Cancer research; Medicine; Oncology; Chemistry; Biology; Computational 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":[0.0002118334,0.0001688416,0.0002450128,0.0004304995,0.0001222906,0.0002616908,0.0001211852,0.0002102312,0.001184545],"category_scores_gemma":[0.0002469659,0.0001139799,0.0002405658,0.0003754313,0.0001085891,0.00009687492,0.0001444954,0.0002853745,0.0003851488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192478,"about_ca_system_score_gemma":0.000149497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001565652,"about_ca_topic_score_gemma":0.001848877,"domain_scores_codex":[0.9998518,0.00002788961,0.0000105385,0.00004263906,0.00003816742,0.00002904383],"domain_scores_gemma":[0.9998646,0.00001909066,0.00003663466,0.00002169261,0.00004226543,0.00001574973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004607771,0.00003700286,0.02025676,0.00005117031,0.00004219669,0.00005800734,0.00006310007,0.0001697557,0.9695671,0.0000579105,0.0001550175,0.009081217],"study_design_scores_gemma":[0.00001561144,0.0008162573,0.5203333,0.00001087086,0.0001062776,0.0009814805,0.0004139259,0.001123271,0.4720947,0.0002357699,0.003848801,0.00001971485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940985,0.001465329,0.001268494,0.00005932744,0.00001430383,0.00003244059,0.001083246,0.00005265949,0.001925604],"genre_scores_gemma":[0.9931306,0.001127265,0.001065975,0.00009520233,0.000009162239,0.00004741217,0.001527971,0.00002630209,0.002970229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001565652,"threshold_uncertainty_score":0.003962696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201866205228084,"score_gpt":0.2761307890480342,"score_spread":0.2641121269957534,"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."}}