{"id":"W4307267011","doi":"10.6000/1929-6029.2022.11.13","title":"Cox Proportional Hazard Regression Interaction Model and Its Application to Determine The Risk of Death in Breast Cancer Patients after Chemotherapy","year":2022,"lang":"en","type":"article","venue":"International Journal of Statistics in Medical Research","topic":"Public Health and Nutrition","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chemotherapy; Proportional hazards model; Breast cancer; Hazard ratio; Internal medicine; Oncology; Cancer; Survival analysis; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002847247,0.00005990721,0.0001594831,0.000513767,0.00004753656,0.00001001977,0.0001997431,0.00004525145,0.0003144753],"category_scores_gemma":[0.001570967,0.00004122307,0.00002313126,0.0002319577,0.00005835756,0.00007911308,0.0001030795,0.0009256597,7.592324e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005414318,"about_ca_system_score_gemma":0.0006901919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001648676,"about_ca_topic_score_gemma":0.00009435007,"domain_scores_codex":[0.9962726,0.0002395786,0.0005975006,0.0001228022,0.00260786,0.0001596314],"domain_scores_gemma":[0.9978039,0.0004343208,0.0002248363,0.00006095593,0.001277862,0.0001981097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01051954,0.00156668,0.7702692,0.0001081381,0.0000552143,0.0001485526,0.0007957899,0.0005336619,0.0004078658,0.0007387166,0.002339781,0.2125168],"study_design_scores_gemma":[0.002656396,0.0003725735,0.8725623,0.0004131777,0.000006517274,0.0001089342,0.00009589564,0.1206457,0.00006662185,0.002240833,0.0007880506,0.000042994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791104,0.0001149671,0.002884062,0.01705048,0.0001430679,0.000340885,0.0003302655,0.000001271994,0.00002458247],"genre_scores_gemma":[0.9970046,0.001451524,0.0007194605,0.0005062931,0.0001381546,0.0001261388,0.00002565401,0.000007963986,0.00002021283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2124738,"threshold_uncertainty_score":0.4021582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04602913156132685,"score_gpt":0.4616797113788653,"score_spread":0.4156505798175384,"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."}}