{"id":"W2799740539","doi":"10.3332/ecancer.2018.826","title":"Cancer treatment in the last 6 months of life: when inaction can outperform action","year":2018,"lang":"en","type":"article","venue":"ecancermedicalscience","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Life expectancy; Context (archaeology); Cancer; Cancer treatment; Intensive care medicine; Internal medicine; Population; Environmental health","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":[0.02654366,0.0005969245,0.001459513,0.0007654166,0.003178512,0.005813852,0.002373159,0.02394362,0.003102732],"category_scores_gemma":[0.06663915,0.0003904687,0.001205406,0.0006379046,0.02214641,0.009361234,0.003237007,0.02479546,0.0011678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004897652,"about_ca_system_score_gemma":0.008488417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003771514,"about_ca_topic_score_gemma":0.008114567,"domain_scores_codex":[0.9714887,0.01635063,0.002473317,0.002152469,0.006270769,0.00126403],"domain_scores_gemma":[0.9457648,0.04467519,0.002229688,0.000994231,0.005254454,0.001081598],"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":[0.0003636438,0.00006045282,0.0005993014,0.002939729,0.00009325687,0.001337302,0.004990698,0.0003305871,0.001242129,0.3582468,0.4811224,0.1486737],"study_design_scores_gemma":[0.00006806198,0.0001393663,0.0004972391,0.00428099,0.00005118261,0.0006468747,0.001298619,0.00009090154,0.0004324897,0.08010092,0.9123384,0.00005490611],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.000626635,0.1543942,0.001431318,0.8073238,0.02253544,0.0000347579,0.00002601308,0.00001904961,0.01360888],"genre_scores_gemma":[0.02263231,0.08469892,0.001449143,0.8554216,0.03100097,0.0001417214,0.00002497603,0.00004599744,0.004584413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02654366,"threshold_uncertainty_score":0.140378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131420658555341,"score_gpt":0.4370111436517878,"score_spread":0.3055904850964468,"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."}}