{"id":"W2793599942","doi":"10.21873/anticanres.12404","title":"Contribution of Patient-reported Symptoms Before Palliative Radiotherapy to Development of Multivariable Prognostic Models","year":2018,"lang":"en","type":"article","venue":"Anticancer Research","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Performance status; Internal medicine; Cancer; Radiation therapy; Palliative care; Disease; Lung cancer; Prostate cancer; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02972775,0.002143667,0.0014275,0.002913566,0.0006732649,0.002210433,0.002164362,0.0008944686,0.002677087],"category_scores_gemma":[0.06825924,0.000635603,0.004358527,0.001965906,0.0005040445,0.001160363,0.001839359,0.002651329,0.0006118693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008001514,"about_ca_system_score_gemma":0.0024942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007104258,"about_ca_topic_score_gemma":0.004522559,"domain_scores_codex":[0.987792,0.008717204,0.0006976829,0.001459274,0.0007948208,0.0005390468],"domain_scores_gemma":[0.9193496,0.07110705,0.003087884,0.002415304,0.002617418,0.001422715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000908093,0.0001684483,0.9481345,0.0001418927,0.003324474,0.0001554655,0.0001735574,0.0186176,0.0002444369,0.000318478,0.001355039,0.02645788],"study_design_scores_gemma":[0.0001874994,0.00155926,0.352332,0.00024394,0.004444697,0.0007708522,0.0004088517,0.6291307,0.0008353453,0.00593011,0.004019439,0.0001373803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8074865,0.003277656,0.1795294,0.001802169,0.0005274076,0.000408471,0.004618746,0.000888235,0.001461328],"genre_scores_gemma":[0.9789524,0.0003502431,0.01748992,0.0001008978,0.0001758766,0.0002159434,0.002269323,0.0001105824,0.0003348235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02972775,"threshold_uncertainty_score":0.1572173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07438240510488148,"score_gpt":0.4138075916074204,"score_spread":0.3394251865025389,"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."}}