{"id":"W4211109998","doi":"10.1002/cam4.4565","title":"Impact of early palliative care according to baseline symptom severity: Secondary analysis of a cluster‐randomized controlled trial in patients with advanced cancer","year":2022,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; University of Toronto; Princess Margaret Cancer Foundation; University Health Network","keywords":"Medicine; Quality of life (healthcare); Randomized controlled trial; Triage; Distress; Palliative care; Cluster (spacecraft); Cluster randomised controlled trial; Internal medicine; Intervention (counseling); Physical therapy; Subgroup analysis; Meta-analysis; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007347917,0.0002945882,0.004409465,0.0009590675,0.00003858768,0.000001840122,0.0001561763,0.00005666228,0.0009940129],"category_scores_gemma":[0.0009642549,0.0001890065,0.0005303296,0.002028828,0.0001793586,0.00006722672,0.00007340921,0.0002902371,1.300798e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007154218,"about_ca_system_score_gemma":0.0007440855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006522507,"about_ca_topic_score_gemma":0.0005663426,"domain_scores_codex":[0.996918,0.0004050371,0.001189354,0.0003741784,0.0008322555,0.0002812388],"domain_scores_gemma":[0.9966648,0.001047693,0.0008865662,0.0003241652,0.0009070857,0.0001697288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5813848,0.0001366779,0.398032,0.0001282777,0.00405338,0.000004391114,0.009604579,0.003265688,0.0001184626,0.000001371203,0.00005247576,0.003217825],"study_design_scores_gemma":[0.8344359,0.004712905,0.14899,0.001588899,0.005104512,6.641935e-8,0.004145724,0.0006897306,0.0001086036,0.000002582098,0.00005651257,0.0001645382],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874027,0.007025257,0.0001615457,0.0002675189,0.0002877637,0.004048954,0.0005971606,0.00001263151,0.0001964123],"genre_scores_gemma":[0.997274,0.0005990981,0.0001642552,0.0003051093,0.000126287,0.001231915,0.0002240394,0.0000274687,0.00004780117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.253051,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03284950995109968,"score_gpt":0.4080061170495682,"score_spread":0.3751566070984685,"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."}}