{"id":"W2151180605","doi":"10.1200/jop.2014.001457","title":"Simple Prognostic Model for Patients With Advanced Cancer Based on Performance Status","year":2014,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":273,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Simple (philosophy); Cancer; MEDLINE; Oncology; Internal medicine","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":[0.002280947,0.001130504,0.001113093,0.001671806,0.0003122206,0.001081899,0.0007099237,0.0006728791,0.004699119],"category_scores_gemma":[0.009439589,0.0002460569,0.0008907833,0.0007005409,0.0002812178,0.000625044,0.0006626592,0.0008381986,0.001770974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006372926,"about_ca_system_score_gemma":0.001034157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003723898,"about_ca_topic_score_gemma":0.002884284,"domain_scores_codex":[0.9993938,0.000236829,0.00005950449,0.0001507273,0.0001001533,0.00005892808],"domain_scores_gemma":[0.9976817,0.001410092,0.0003195831,0.000118754,0.000306966,0.0001629059],"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":[0.001887028,0.0004220188,0.7396819,0.0001923329,0.0005731853,0.0006437468,0.0001850786,0.1345143,0.001101901,0.000987575,0.01006903,0.1097419],"study_design_scores_gemma":[0.0001843481,0.0007184233,0.08286522,0.00005590784,0.0002631556,0.0008985209,0.00007510462,0.9087003,0.000342349,0.003090208,0.002754173,0.00005222617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8108778,0.001813798,0.1701944,0.00333392,0.0006346496,0.0005140271,0.007516842,0.001905943,0.003208529],"genre_scores_gemma":[0.9810057,0.0002352646,0.01378209,0.0001101809,0.0001979806,0.0002007297,0.003101196,0.00003123499,0.00133574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004699119,"threshold_uncertainty_score":0.01572007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08046056107496997,"score_gpt":0.4531234464036767,"score_spread":0.3726628853287067,"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."}}