{"id":"W3023512632","doi":"10.1007/978-3-030-42011-6_16","title":"Advanced Cancers, Metastatic Disease, and Palliative Care","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Disease; Palliative care; Oncology; Intensive care medicine; 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":[0.0002213222,0.0005741822,0.0004357201,0.0007672248,0.0007206828,0.001913822,0.0006087727,0.001241585,0.0629636],"category_scores_gemma":[0.0004965568,0.0002050595,0.0003025462,0.000836718,0.0007583856,0.001393673,0.001041329,0.002473802,0.01663973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008989987,"about_ca_system_score_gemma":0.00102453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002144712,"about_ca_topic_score_gemma":0.01078778,"domain_scores_codex":[0.9998801,0.00002572576,0.000003684723,0.00001153619,0.00006454786,0.00001433681],"domain_scores_gemma":[0.999874,0.00006644746,0.000006641651,0.000005303242,0.00002147453,0.00002606959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001757889,0.00006301332,0.00008310789,0.0003408105,0.000003165318,0.0002000696,0.0003926444,0.0003834099,0.000308896,0.08448797,0.757085,0.1566344],"study_design_scores_gemma":[0.000002172278,0.000008043106,0.0001414171,0.000217623,0.000001174382,0.0002768422,0.00006601593,0.00005718462,0.00001862223,0.009283508,0.9899247,0.000002825443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005035362,0.1031436,0.001646999,0.005067129,0.00471736,0.00004399179,0.0001360246,0.00008306331,0.8846583],"genre_scores_gemma":[0.003364766,0.04923079,0.002126864,0.004112647,0.001886517,0.00005035836,0.0001176106,0.0000669935,0.9390434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0629636,"threshold_uncertainty_score":0.2106342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03454299145104931,"score_gpt":0.2964938054975039,"score_spread":0.2619508140464545,"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."}}