{"id":"W2765260405","doi":"10.5539/cco.v6n2p60","title":"Time to Start Adjuvant Systemic Treatment in Breast Cancer; a Retrospective Cohort Study","year":2017,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adjuvant; Breast cancer; Internal medicine; Cancer; Cohort; Adjuvant therapy; Surgery; Oncology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010194,0.0002260591,0.001606443,0.0001068453,0.0001922701,0.00007520396,0.0003122995,0.0002278358,0.0009992651],"category_scores_gemma":[0.0001669133,0.0002223882,0.000133228,0.00006411978,0.0002222079,0.0002237751,0.0001290256,0.0002307908,0.0004886921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007824,"about_ca_system_score_gemma":0.0003235215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01467776,"about_ca_topic_score_gemma":0.008697991,"domain_scores_codex":[0.9976028,0.00003935479,0.001100052,0.0008106498,0.0000326189,0.0004145763],"domain_scores_gemma":[0.9983261,0.00009940528,0.0006681662,0.0005613773,0.00005970351,0.000285218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002933702,0.0004606046,0.9599468,0.000005962913,0.0001835184,0.00002275132,0.0003191539,0.00001638855,0.000001154851,0.000513428,0.001161894,0.03707497],"study_design_scores_gemma":[0.003320731,0.001385816,0.974942,0.00003864055,0.00004298458,0.000005776023,0.00009245353,0.0001623915,6.007359e-7,0.0005792171,0.01916742,0.000261975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753098,0.001707417,0.000006408758,0.004521065,0.001157715,0.001149459,0.000642315,0.00001907879,0.01548667],"genre_scores_gemma":[0.9895048,0.0048841,0.00001491955,0.0007804801,0.0006314968,0.0005412317,0.000002517485,0.00002546858,0.003614958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03681299,"threshold_uncertainty_score":0.9999139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.061013471677009,"score_gpt":0.3728903513821573,"score_spread":0.3118768797051483,"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."}}