{"id":"W3168792227","doi":"10.1093/jncics/pkab054","title":"<i>MAF</i> Amplification and Adjuvant Clodronate Outcomes in Early-Stage Breast Cancer in NSABP B-34 and Potential Impact on Clinical Practice","year":2021,"lang":"en","type":"article","venue":"JNCI Cancer Spectrum","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Calgary","funders":"National Cancer Institute","keywords":"Medicine; Hazard ratio; Internal medicine; Oncology; Confidence interval; Breast cancer; Adjuvant; Cancer; Placebo; Pathology","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":[0.0009232171,0.00009505112,0.0002251682,0.0003179625,0.0000928647,0.0003826948,0.0001852344,0.0002106793,0.0008511515],"category_scores_gemma":[0.003920739,0.00007103424,0.0001636325,0.0004002784,0.0002117717,0.0001715766,0.0001550418,0.0001631075,0.0001071502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00051937,"about_ca_system_score_gemma":0.0004494495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003063189,"about_ca_topic_score_gemma":0.003340422,"domain_scores_codex":[0.9996356,0.0001702753,0.00003362256,0.0000485346,0.00007051084,0.00004141025],"domain_scores_gemma":[0.9978654,0.0006228723,0.001139963,0.00005778181,0.0001490435,0.0001649736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002710246,0.00009376372,0.9557487,0.00008743999,0.000126091,0.0001575088,0.00006879627,0.0002992869,0.001982645,0.00005901637,0.000326038,0.03834049],"study_design_scores_gemma":[0.0001546608,0.0008766271,0.9958776,0.00003995984,0.0001157165,0.0005175137,0.0001078638,0.0007569545,0.0006373813,0.0001450724,0.0007631522,0.000007440934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952471,0.003634416,0.0001069199,0.0004439939,0.000005417143,0.000007011106,0.00008112277,0.000003642323,0.000470429],"genre_scores_gemma":[0.9993813,0.000427743,0.00006994832,0.00002893649,0.000009550153,0.000001943843,0.00004127081,4.960547e-7,0.00003874376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003063189,"threshold_uncertainty_score":0.00609076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253678961897804,"score_gpt":0.3447460945141911,"score_spread":0.3322093048952131,"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."}}