{"id":"W2160733129","doi":"10.1056/nejmoa1204410","title":"Patients' Expectations about Effects of Chemotherapy for Advanced Cancer","year":2012,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1152,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"National Cancer Institute","keywords":"Medicine; Chemotherapy; Cancer; Oncology; Cancer chemotherapy; Intensive care medicine; 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":[0.00133364,0.0001535836,0.0002044814,0.0003380914,0.0003493826,0.001025471,0.0002482415,0.0005024631,0.002031052],"category_scores_gemma":[0.01618518,0.0001401494,0.0002805952,0.0003336011,0.0004300808,0.0005043081,0.0003922235,0.0008138809,0.0001669564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005266083,"about_ca_system_score_gemma":0.0005019344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004209485,"about_ca_topic_score_gemma":0.003760417,"domain_scores_codex":[0.9986573,0.0006890872,0.0001426032,0.00008565428,0.0003066635,0.0001185566],"domain_scores_gemma":[0.9868232,0.004564945,0.007135619,0.0002892564,0.0004970887,0.0006898517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006474468,0.00002680018,0.9978352,0.000009474086,0.00002929439,0.00005243728,0.0004615991,0.00006940243,0.00005118122,0.00002469582,0.0001159295,0.001259065],"study_design_scores_gemma":[0.00001435221,0.0001546771,0.9963475,0.00003019881,0.00003464371,0.0005261418,0.001629274,0.0006233189,0.000087316,0.0001149562,0.0004278656,0.000009836314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989133,0.000139925,0.000047597,0.0002382132,0.000002976129,0.000004721302,0.0001072583,0.000001660016,0.0005444062],"genre_scores_gemma":[0.9997846,0.00005505875,0.00002535026,0.00003242762,0.000003873732,0.00000221306,0.00006175963,2.983557e-7,0.00003433889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004209485,"threshold_uncertainty_score":0.008369982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04040190526193006,"score_gpt":0.4057772540884961,"score_spread":0.365375348826566,"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."}}