{"id":"W3204504192","doi":"10.3390/curroncol28050331","title":"Prognostic Factors Influencing Survival and a Treatment Pattern Analysis of Conventional Palliative Radiotherapy for Patients with Bone Metastases","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiation therapy; Performance status; Regimen; Proportional hazards model; Internal medicine; Palliative care; Oncology; Cancer; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004264966,0.0001480485,0.0001667472,0.0004304165,0.0001769524,0.0002629458,0.0001999368,0.0002263217,0.001883688],"category_scores_gemma":[0.002708447,0.00008188003,0.000443154,0.0006670798,0.0001553391,0.0002629238,0.0002235898,0.0003233674,0.0002036232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001974042,"about_ca_system_score_gemma":0.0003919459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00121823,"about_ca_topic_score_gemma":0.001900681,"domain_scores_codex":[0.999791,0.00005386229,0.0000317048,0.00004520218,0.00004274166,0.00003552117],"domain_scores_gemma":[0.9980768,0.0005610466,0.0009386816,0.00006696062,0.0001415847,0.0002149586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007808425,0.000006239331,0.9984455,0.00000441494,0.00001557969,0.00002707896,0.000009442732,0.00007023667,0.0001014643,0.000004684515,0.00004735986,0.001190026],"study_design_scores_gemma":[0.000006731855,0.0001096029,0.9982755,0.000006305787,0.00003467621,0.0005414568,0.0000844551,0.0006199266,0.0001249659,0.00004327641,0.0001502669,0.000002700744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991174,0.0002738773,0.0001508543,0.00007630334,0.00000442806,0.000003464505,0.000153067,0.00000326553,0.0002172747],"genre_scores_gemma":[0.9996438,0.00004533669,0.00008405489,0.000008661312,0.000005229248,0.00000278895,0.0001508221,0.000001618407,0.00005765169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001883688,"threshold_uncertainty_score":0.006301582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08575601026077982,"score_gpt":0.3872497772620297,"score_spread":0.3014937670012499,"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."}}