{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004019301,0.0001020056,0.0003798243,0.00009046992,0.00004224188,0.000003684218,0.0000605255,0.00006865215,0.00001206023],"category_scores_gemma":[0.003952331,0.00006873696,0.00005566424,0.00008495928,0.00004741898,0.0002745644,0.00000732943,0.0002533315,0.000001379918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033184,"about_ca_system_score_gemma":0.0006633007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000459191,"about_ca_topic_score_gemma":0.000006043742,"domain_scores_codex":[0.999016,0.00007586433,0.0003200377,0.000100744,0.0002898262,0.0001974717],"domain_scores_gemma":[0.9956003,0.00201739,0.000852969,0.0001072527,0.001302418,0.000119678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0380978,0.002637859,0.7463975,0.0003617364,0.0003355639,0.0000194985,0.00108027,0.07039121,0.0002018329,0.00007377809,0.002253255,0.1381497],"study_design_scores_gemma":[0.02386456,0.04846091,0.0811056,0.001095545,0.001220575,0.00001532886,0.0004368206,0.2683345,0.000607318,0.00004129575,0.5746092,0.0002082928],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794562,0.0002094256,0.0150116,0.00181689,0.0002328992,0.0003996766,0.00001480538,0.000007117602,0.002851388],"genre_scores_gemma":[0.95013,0.0004404048,0.04738325,0.001820367,0.0001287458,0.00002059705,0.00000738586,0.00001582776,0.00005339464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6652918,"threshold_uncertainty_score":0.4731595,"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."}}