{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009595753,0.0001570079,0.0003730061,0.00006180828,0.0000242755,0.00005936215,0.0001703646,0.00008144698,0.000141082],"category_scores_gemma":[0.00004525858,0.0001074686,0.00003932199,0.0006701984,0.00004324268,0.0002287603,0.00008505776,0.0002765114,0.00001684399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020609,"about_ca_system_score_gemma":0.0002072587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070257,"about_ca_topic_score_gemma":0.0008227407,"domain_scores_codex":[0.9989957,0.00005417491,0.0002241947,0.0002808446,0.0002021931,0.0002429079],"domain_scores_gemma":[0.9993207,0.0001021736,0.00006120586,0.0001768963,0.0002640588,0.00007499587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001707538,0.00003748988,0.9302588,0.0001200972,0.0001429306,0.00003875683,0.005666319,0.0003818577,0.000003486993,0.0001162707,0.002329189,0.05919734],"study_design_scores_gemma":[0.003203084,0.0007845608,0.9180624,0.01295658,0.00006665,9.645012e-8,0.001118501,0.0001737812,0.0001225489,0.00004665506,0.06330085,0.0001643108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786255,0.01267048,0.00004365106,0.0003727652,0.0002348495,0.000878862,0.00005767586,0.00003586998,0.00708039],"genre_scores_gemma":[0.9957123,0.0008510114,0.002092239,0.0003062201,0.0001599659,0.0001205998,0.0001650821,0.00003194118,0.000560667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06097166,"threshold_uncertainty_score":0.4382443,"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."}}