{"id":"W3196892055","doi":"10.6004/jnccn.2020.7803","title":"Phase II Trial of Symptom Screening With Targeted Early Palliative Care for Patients With Advanced Cancer","year":2021,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Princess Margaret Cancer Centre; University of Toronto; Queen's University; University Health Network","funders":"Eisai; Canadian Institutes of Health Research; Regeneron Pharmaceuticals; GlaxoSmithKline; Ontario Ministry of Health and Long-Term Care; AstraZeneca","keywords":"Medicine; Palliative care; Quality of life (healthcare); Depression (economics); Mood; Cancer; Internal medicine; Patient satisfaction; Physical therapy; Surgery; Nursing; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.00006215104,0.0001769986,0.0006249655,0.00006601499,0.0001394281,0.000007054348,0.0001353554,0.00005929311,0.00003057726],"category_scores_gemma":[0.0001864904,0.0001077856,0.0002232455,0.0004467451,0.0001064869,0.0001106614,0.00004075179,0.000238873,5.930907e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252511,"about_ca_system_score_gemma":0.0008440503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001835826,"about_ca_topic_score_gemma":0.00003132871,"domain_scores_codex":[0.998152,0.0000756538,0.0004981532,0.0001614831,0.0009228175,0.0001899294],"domain_scores_gemma":[0.986974,0.0004203791,0.001109656,0.0001029766,0.01130911,0.00008388512],"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":[0.4484422,0.002478695,0.2982872,0.0008936372,0.008740502,0.00002562533,0.01085446,0.1958498,0.002988371,0.0003097,0.0100175,0.02111225],"study_design_scores_gemma":[0.5747518,0.03843922,0.2357152,0.02924904,0.002945538,0.00001008049,0.003781584,0.0008513404,0.02346406,0.0004538622,0.08950642,0.0008318581],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811017,0.01597386,0.0007699275,0.0005477071,0.0005631321,0.0006844092,0.0002791265,0.000004590479,0.00007556885],"genre_scores_gemma":[0.9878159,0.0007592079,0.009566701,0.0005433146,0.00112546,0.00004618377,0.00004264617,0.00002733921,0.00007326108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1949985,"threshold_uncertainty_score":0.4395369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08735327822484144,"score_gpt":0.41545993695869,"score_spread":0.3281066587338486,"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."}}