{"id":"W2165819904","doi":"10.1002/cncr.22867","title":"The impact of new chemotherapeutic and hormone agents on survival in a population‐based cohort of women with metastatic breast cancer","year":2007,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":464,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"Sanofi; Pfizer; Amgen","keywords":"Medicine; Cohort; Metastatic breast cancer; Breast cancer; Internal medicine; Proportional hazards model; Population; Oncology; Cancer; Cohort study; Survival analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001738454,0.00009958582,0.0002742513,0.00006828762,0.00001799966,0.000002449358,0.00003153586,0.00002175006,0.0002954687],"category_scores_gemma":[0.000002557896,0.00005661495,0.00003051783,0.0002114952,0.00005263957,0.00001949072,0.000004366623,0.00006206839,2.645656e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006875588,"about_ca_system_score_gemma":0.0003193346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01676713,"about_ca_topic_score_gemma":0.001859293,"domain_scores_codex":[0.9993648,0.00001600522,0.0001637911,0.0001111527,0.0001382115,0.0002060489],"domain_scores_gemma":[0.9995966,0.00006569853,0.0001012959,0.0001005166,0.00003966401,0.00009621186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006652382,0.0001448585,0.972804,0.00003055785,0.0005102102,0.000004121685,0.0004570808,0.0002333238,0.001980765,0.000004629884,0.0001777655,0.0170003],"study_design_scores_gemma":[0.005182417,0.0005570535,0.9929947,0.00005924395,0.0001463805,0.000003239374,0.00004207458,0.0001159213,0.0007558474,0.000015504,0.00007523637,0.00005238337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977058,0.001370901,0.000006389098,0.0003399854,0.00004198552,0.0003739184,0.00003338351,0.000004481108,0.0001232254],"genre_scores_gemma":[0.9990553,0.0004296142,0.00001449715,0.0001453528,0.00004610559,0.00004212495,0.000005543841,0.00001306915,0.0002483749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02019069,"threshold_uncertainty_score":0.9897803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273867528746455,"score_gpt":0.3806404484089685,"score_spread":0.347901773121504,"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."}}