{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006637292,0.002303964,0.007068258,0.0007840897,0.0007464304,0.001504268,0.001459438,0.001970363,0.007013317],"category_scores_gemma":[0.008977793,0.0009252919,0.008336922,0.0009200164,0.001345534,0.001180944,0.001063327,0.002693025,0.0005073028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941649,"about_ca_system_score_gemma":0.002575283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005375199,"about_ca_topic_score_gemma":0.007507457,"domain_scores_codex":[0.9944455,0.003379947,0.0005273256,0.0008528209,0.0002888689,0.0005055036],"domain_scores_gemma":[0.9952797,0.001660529,0.001286745,0.0007004362,0.0004116938,0.0006610082],"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":[0.9828395,0.001805341,0.0008003446,0.001351208,0.008940982,0.00001874065,0.00003832928,0.0003507876,0.0002921843,0.00005826085,0.0002887676,0.003215515],"study_design_scores_gemma":[0.9686022,0.02052556,0.003207539,0.00009465092,0.006402234,0.0000168372,0.00003431568,0.0005910816,0.0001347084,0.0001976589,0.000169992,0.00002315622],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976985,0.008866739,0.001343286,0.0006672265,0.001049809,0.008244737,0.001371846,0.0001724608,0.001298834],"genre_scores_gemma":[0.9868121,0.001268571,0.002013415,0.0004116279,0.0002854065,0.007605555,0.0006675123,0.00001874461,0.0009170477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007068258,"threshold_uncertainty_score":0.03510177,"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."}}