{"id":"W1989757991","doi":"10.3747/co.21.1989","title":"The Role of Palliative Chemotherapy in Hospitalized Patients","year":2014,"lang":"en","type":"article","venue":"Current Oncology","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Chemotherapy; Internal medicine; Lung cancer; Contraindication; Cancer; Cohort; Docetaxel; Oncology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009386786,0.00005444647,0.0001739945,0.00003150463,0.00003113633,0.000002057621,0.00005321776,0.00003626512,0.00004434502],"category_scores_gemma":[0.00005419372,0.00003534171,0.0000443702,0.00009818563,0.00007661682,0.00001351344,0.00001436715,0.0001146499,0.00001189387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009722744,"about_ca_system_score_gemma":0.00005935197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001476836,"about_ca_topic_score_gemma":0.00003591509,"domain_scores_codex":[0.9995009,0.00005776795,0.000160749,0.00009193427,0.00007284114,0.0001157916],"domain_scores_gemma":[0.9996045,0.00008507571,0.00008011491,0.0001184234,0.00007953206,0.00003232167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001496416,0.000422306,0.7718813,0.000008553955,0.00001211552,1.017572e-7,0.0002711006,4.223446e-7,0.0001856547,0.001414887,0.0004096785,0.2252442],"study_design_scores_gemma":[0.00242117,0.0005929165,0.5745348,0.00001994113,0.00001125072,2.039331e-7,0.00003951405,0.00003166213,0.000788349,0.0009200721,0.420612,0.00002817027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884266,0.0004692814,0.00002223308,0.0005459944,0.0005506118,0.0002737575,0.000001671102,0.000009306716,0.009700571],"genre_scores_gemma":[0.9992157,0.0004965048,0.00001795213,0.00008719128,0.00007431464,0.00005654204,0.000005389311,0.000005860966,0.00004060895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202023,"threshold_uncertainty_score":0.1441193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02935030098879993,"score_gpt":0.3768237102419187,"score_spread":0.3474734092531188,"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."}}