{"id":"W1981229894","doi":"10.1089/jpm.2013.0028","title":"Prevalence, Intensity, and Prognostic Significance of Common Symptoms in Terminally Ill Cancer Patients","year":2013,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Prevent Cancer Foundation","keywords":"Medicine; Internal medicine; Proportional hazards model; Quality of life (healthcare); Cancer; Poor Appetite; Palliative care; Depression (economics); Performance status; Appetite; Stage (stratigraphy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000283229,0.0001531278,0.0006894008,0.0002328918,0.00001637953,0.00000470545,0.0001071282,0.00006027059,0.0002080895],"category_scores_gemma":[0.0004494772,0.00010008,0.00005723869,0.0002555987,0.000284082,0.0001140088,0.00003475971,0.0003305578,0.000001352106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131874,"about_ca_system_score_gemma":0.0001061664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103586,"about_ca_topic_score_gemma":0.0003742569,"domain_scores_codex":[0.998397,0.00006748501,0.0007044605,0.00014052,0.000515008,0.0001755295],"domain_scores_gemma":[0.9974533,0.0002072172,0.0006190219,0.0001108019,0.001437889,0.000171767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002517377,0.0001970246,0.9855838,0.0006073788,0.00007191079,0.00002943983,0.003288634,0.000001537521,0.001751838,0.000009095083,0.0005466649,0.007660943],"study_design_scores_gemma":[0.002702554,0.002569361,0.9879915,0.004525641,0.0001972229,0.00001099301,0.0008481292,0.00004584485,0.0007133001,0.0001728685,0.000136166,0.00008639341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940419,0.00279395,0.00003191402,0.001876368,0.000383317,0.0005087897,0.000007086956,0.000003732902,0.000352998],"genre_scores_gemma":[0.9979279,0.0009968414,0.0000577322,0.0005867674,0.0002081372,0.00001974662,0.000002236625,0.00001226629,0.0001883899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007574549,"threshold_uncertainty_score":0.4081146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881858259780496,"score_gpt":0.3030041199728554,"score_spread":0.2841855373750505,"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."}}