{"id":"W4394002644","doi":"10.2139/ssrn.4784018","title":"Palliative Radiation Therapy in Painful Liver Cancer","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Kingston General Hospital; Princess Margaret Cancer Centre; Ottawa Hospital; McMaster University; Queen's University; Dr. H. Bliss Murphy Cancer Centre; University of Ottawa; Royal Victoria Hospital; Ministry of Health and Social Services; University of Toronto","funders":"","keywords":"Radiation therapy; Medicine; Liver cancer; Palliative care; Cancer; Palliative treatment; Medical physics; Radiology; Internal medicine; Nursing","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":[0.0004972903,0.0001540002,0.0002778174,0.0004703233,0.0001365727,0.0003769105,0.0001267864,0.0003262799,0.01093415],"category_scores_gemma":[0.003102369,0.00007144674,0.00016495,0.0004798943,0.0003393171,0.0002372699,0.0003051269,0.0003140323,0.001309147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002017657,"about_ca_system_score_gemma":0.0002092405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000324885,"about_ca_topic_score_gemma":0.000317901,"domain_scores_codex":[0.9998597,0.00008868035,0.000006822257,0.000007615018,0.00002683602,0.00001035907],"domain_scores_gemma":[0.9996263,0.000271663,0.00003160727,0.00002141941,0.00001947301,0.00002958684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006321318,0.0004439669,0.04010535,0.002170512,0.0002740991,0.01045406,0.0009558282,0.01174726,0.00988507,0.03294148,0.06651489,0.8181862],"study_design_scores_gemma":[0.001462212,0.005910453,0.4152738,0.002078021,0.0006908362,0.06767238,0.001262365,0.02325457,0.01592846,0.2800979,0.1862577,0.0001114754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6676368,0.09862939,0.01407012,0.02003063,0.002503489,0.000107181,0.001346065,0.0004317926,0.1952446],"genre_scores_gemma":[0.9627256,0.0194566,0.002142961,0.0004283363,0.001100571,0.00002171144,0.0004718165,0.00007368545,0.01357854],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01093415,"threshold_uncertainty_score":0.03657836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04993099191483771,"score_gpt":0.2958625627344231,"score_spread":0.2459315708195854,"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."}}