{"id":"W4388199174","doi":"10.1200/op.2023.19.11_suppl.260","title":"Timing of receipt of palliative care among participants in early-phase cancer clinical trials.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Quality of life (healthcare); Receipt; Palliative care; Clinical trial; Performance status; Cancer; Family medicine; Internal medicine; Physical therapy; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006960194,0.0001460708,0.001488418,0.0003072104,0.00004095346,0.00001301353,0.0002325869,0.0003546669,0.0002389619],"category_scores_gemma":[0.01609502,0.0001651771,0.0002100115,0.0004696071,0.0002290098,0.0005532485,0.0000935794,0.0004151475,0.0001442287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002965855,"about_ca_system_score_gemma":0.0003010537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003835523,"about_ca_topic_score_gemma":0.001206988,"domain_scores_codex":[0.996296,0.0003518477,0.002508121,0.0003938156,0.00004183848,0.0004083715],"domain_scores_gemma":[0.9926534,0.003663549,0.003133187,0.0002882858,0.0001449907,0.0001165783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001264966,0.0005667447,0.9092811,0.00008241886,0.0002807515,0.00003469544,0.009433703,0.0002956828,0.00002133287,0.008235868,0.002405904,0.06809687],"study_design_scores_gemma":[0.006701849,0.001182424,0.8691561,0.00009786656,0.0001144448,3.696756e-7,0.00351981,0.001852091,0.000259344,0.002685506,0.1141123,0.0003179625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698005,0.00146848,0.0000880271,0.001314688,0.001199479,0.0004017734,0.0002425773,0.00002061825,0.02546391],"genre_scores_gemma":[0.9925036,0.006281494,0.0004281564,0.0002443455,0.0001976053,0.00008561981,0.000009821144,0.00002279838,0.0002266002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1117064,"threshold_uncertainty_score":0.9921928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.423736168672362,"score_gpt":0.526943747185277,"score_spread":0.103207578512915,"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."}}