{"id":"W1483654956","doi":"10.3747/co.22.2252","title":"Cancer Care Burden: Aiming at the Achilles Heel","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Medicine; Cancer; Heel; Cause of death; Intensive care medicine; Pathology; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01575248,0.002533566,0.003393955,0.002950624,0.004223001,0.01531085,0.003400028,0.0123072,0.02794578],"category_scores_gemma":[0.0327021,0.0008191742,0.0015674,0.002851843,0.007924533,0.03151418,0.008565766,0.02609514,0.01149674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006740037,"about_ca_system_score_gemma":0.01535731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097996,"about_ca_topic_score_gemma":0.01289076,"domain_scores_codex":[0.9940675,0.001967367,0.0003792815,0.0006563517,0.002166627,0.0007628603],"domain_scores_gemma":[0.9737397,0.01152628,0.0009254676,0.001049843,0.007263567,0.005495184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002032252,0.0001072237,0.001261168,0.001510463,0.0001984886,0.0001267809,0.0005454993,0.0006726475,0.0003931078,0.08626497,0.7665082,0.1422082],"study_design_scores_gemma":[0.00007290969,0.000263021,0.003110854,0.006318844,0.0001557467,0.0002545272,0.003474346,0.001258066,0.0002804032,0.245848,0.738825,0.0001381865],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005093582,0.05883339,0.001547027,0.9204465,0.01513246,0.00001254166,0.0002454294,0.0001110928,0.003162204],"genre_scores_gemma":[0.0581181,0.3043137,0.01055608,0.5057301,0.105224,0.0002326298,0.001038296,0.0004030007,0.01438404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02794578,"threshold_uncertainty_score":0.09348798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1833060121204569,"score_gpt":0.3697752100402267,"score_spread":0.1864691979197698,"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."}}