{"id":"W2313017756","doi":"10.1016/j.ijrobp.2014.05.1751","title":"Association Between Diagnostic CT Utilization and Radiation Therapy at the End of Life (EOL) in Elderly Breast and Prostate Cancer Patients: 2002-2007","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Prostate cancer; Radiation therapy; Breast cancer; Logistic regression; Cancer; Referral; Internal medicine; Radiology; Oncology","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":[0.0003384053,0.0001188428,0.000213129,0.0009345681,0.0001881638,0.0005677273,0.0003356415,0.000558985,0.001136589],"category_scores_gemma":[0.001619639,0.0001710267,0.0003891295,0.001197828,0.0001611295,0.0003393616,0.0003594456,0.0005408736,0.0001614973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005917904,"about_ca_system_score_gemma":0.0003713628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02085145,"about_ca_topic_score_gemma":0.03160291,"domain_scores_codex":[0.9997737,0.0000373007,0.00004377979,0.00004172671,0.00004388086,0.00005969937],"domain_scores_gemma":[0.9986632,0.0002324372,0.0006969318,0.00004092634,0.0001645941,0.0002019091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005809073,0.00001176669,0.9990442,0.000006113044,0.00002869858,0.00003247763,0.00002022389,0.00003210808,0.00006693003,0.000007652397,0.0001221689,0.0005693964],"study_design_scores_gemma":[0.000001281703,0.00001353411,0.9995703,0.000003723936,0.00001329845,0.0001225146,0.0000579546,0.0000485368,0.0000241383,0.00000306457,0.0001402296,0.000001364239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960594,0.0008275825,0.00005229367,0.0001149181,0.000009260501,0.000004815417,0.002050086,0.000004900886,0.0008767144],"genre_scores_gemma":[0.9978162,0.0002529018,0.00004117817,0.00005351284,0.000009776429,0.000003615655,0.001569781,0.000002404889,0.0002505812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02085145,"threshold_uncertainty_score":0.04146016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469185977992294,"score_gpt":0.3092829188481865,"score_spread":0.2945910590682636,"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."}}