{"id":"W6977027804","doi":"10.6084/m9.figshare.12486905.v1","title":"Additional file 1 of Survival outcomes of neoadjuvant versus adjuvant chemotherapy in triple-negative breast cancer: a meta-analysis of 36,480 cases","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Adjuvant chemotherapy; Breast cancer; Chemotherapy; Neoadjuvant therapy; Overall survival; Cohort study; Survival analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004997884,0.001624256,0.002897015,0.003762252,0.0006592536,0.001682621,0.001962421,0.001656188,0.6983895],"category_scores_gemma":[0.06988382,0.0009996644,0.00472326,0.005757743,0.0003322759,0.002168315,0.001059001,0.001208862,0.02886973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115814,"about_ca_system_score_gemma":0.002009952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004735396,"about_ca_topic_score_gemma":0.009166642,"domain_scores_codex":[0.9969947,0.0008703541,0.0008562246,0.0006259311,0.0004089141,0.0002437618],"domain_scores_gemma":[0.9244074,0.06394614,0.005869511,0.002501577,0.002839213,0.0004361913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004914348,0.0002542367,0.0195319,0.1677019,0.008372884,0.0002818779,0.0002807641,0.002482064,0.0005140887,0.00258556,0.7679015,0.02517874],"study_design_scores_gemma":[0.0822129,0.0023432,0.1645697,0.07132212,0.04011358,0.002493128,0.001019398,0.01075927,0.002551662,0.02890828,0.5929888,0.0007177728],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0008402342,0.0004308155,0.0006259568,0.0001860803,0.00004841861,0.0003078988,0.996964,0.0001545952,0.0004419728],"genre_scores_gemma":[0.0776306,0.002149175,0.01745674,0.002090927,0.000586464,0.03040864,0.8494497,0.001200562,0.0190273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6983895,"threshold_uncertainty_score":0.4302107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08340223248782024,"score_gpt":0.3099600629708331,"score_spread":0.2265578304830128,"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."}}