{"id":"W4391188668","doi":"10.1016/j.jpainsymman.2024.01.029","title":"Specialist Palliative Care Use and End-of-Life Care in Patients With Metastatic Cancer","year":2024,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"National Cancer Institute; National Institute on Aging; National Palliative Care Research Center","keywords":"Medicine; Palliative care; Context (archaeology); End-of-life care; Retrospective cohort study; Cancer; Proportional hazards model; Quality of life (healthcare); Cohort; Population; Intensive care unit; Hazard ratio; Emergency medicine; Cohort study; Propensity score matching; Intensive care medicine; Internal medicine; Nursing; Environmental health; Confidence interval","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":[0.0002747919,0.00007493692,0.0002161179,0.0004826825,0.0004337088,0.0007171431,0.0001862522,0.0005116223,0.00417798],"category_scores_gemma":[0.005517989,0.00009818729,0.0003903883,0.0009143614,0.0002152287,0.0006248671,0.0005151879,0.0006634418,0.0001533353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004996501,"about_ca_system_score_gemma":0.0006522316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007422033,"about_ca_topic_score_gemma":0.021757,"domain_scores_codex":[0.9995968,0.0001455717,0.00004972204,0.00002662399,0.00009046204,0.0000908589],"domain_scores_gemma":[0.9980558,0.0006184053,0.0007917071,0.00002054637,0.0001636097,0.000349997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008075107,0.0001134885,0.9943435,0.00005063452,0.00005624671,0.0002189391,0.0004610115,0.00005249094,0.00004964053,0.00006934383,0.0003973993,0.004106442],"study_design_scores_gemma":[0.00000813395,0.00009652974,0.9970874,0.00004148487,0.00002604135,0.000538105,0.001464672,0.0001594314,0.0000107718,0.0000597435,0.0005031068,0.000004580337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939069,0.001908315,0.00002003091,0.0009171928,0.00002127153,0.000009699124,0.0002282005,0.000001375833,0.002986937],"genre_scores_gemma":[0.9987209,0.0006556007,0.00002905124,0.0001708032,0.00003048478,0.000004897192,0.0001233103,7.806618e-7,0.0002641124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007422033,"threshold_uncertainty_score":0.01475763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05608899684789034,"score_gpt":0.3628410082868346,"score_spread":0.3067520114389443,"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."}}