{"id":"W4401420234","doi":"10.1001/jamanetworkopen.2024.26304","title":"Early Integrated Palliative Care in Patients With Advanced Cancer","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Health Industry Development Institute","keywords":"Medicine; Palliative care; Randomized controlled trial; Quality of life (healthcare); Psychological intervention; Coping (psychology); Cancer; Clinical trial; Coaching; Physical therapy; Family medicine; Nursing; Internal medicine; Psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00123827,0.0002403473,0.0005535969,0.0001875589,0.0003397411,0.0003413616,0.000264438,0.000393491,0.002266704],"category_scores_gemma":[0.002843222,0.0001374709,0.0005265375,0.0003397694,0.0002861862,0.0005117159,0.0006099386,0.0006875332,0.0001067119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003198019,"about_ca_system_score_gemma":0.001280584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006350959,"about_ca_topic_score_gemma":0.002139842,"domain_scores_codex":[0.9991991,0.0005407386,0.00008001034,0.00005526,0.00006110124,0.00006375222],"domain_scores_gemma":[0.999209,0.000254072,0.0002202443,0.0000303657,0.0000490182,0.0002373326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.08286604,0.02222174,0.1293915,0.01785304,0.002128442,0.0004480182,0.001203023,0.001986145,0.003758749,0.0005108184,0.004203605,0.7334289],"study_design_scores_gemma":[0.234012,0.2865838,0.4310279,0.00680208,0.003343694,0.001781158,0.001768876,0.003417759,0.002439998,0.001450806,0.02728699,0.00008490434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707437,0.02362186,0.0005100613,0.001250525,0.0001849134,0.001700607,0.0001905467,0.00001676971,0.001781092],"genre_scores_gemma":[0.9896525,0.006457831,0.001341666,0.0005799853,0.0001337052,0.001377607,0.0001782715,0.000001265075,0.000277231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002266704,"threshold_uncertainty_score":0.007582903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05056655697249821,"score_gpt":0.3958069061002516,"score_spread":0.3452403491277534,"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."}}