{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002663835,0.00115659,0.00135139,0.0003606014,0.0003675489,0.0008089927,0.0006992972,0.001146981,0.005405223],"category_scores_gemma":[0.002561882,0.0003800492,0.001188969,0.0003696277,0.000787714,0.0006897391,0.000562121,0.00239822,0.0006343258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006181037,"about_ca_system_score_gemma":0.001752597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005480168,"about_ca_topic_score_gemma":0.001037222,"domain_scores_codex":[0.9990951,0.0006161591,0.00004551449,0.0000913386,0.0000523881,0.0000994972],"domain_scores_gemma":[0.9982918,0.0004543121,0.0004295311,0.000143356,0.0001142051,0.0005667769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.907157,0.04551373,0.003888426,0.0006425838,0.000611014,0.00006318461,0.0001502679,0.0008215453,0.002809123,0.000178598,0.001374528,0.03679004],"study_design_scores_gemma":[0.7841813,0.2104424,0.003687517,0.00003561244,0.0001422596,0.00004206728,0.00002463595,0.0004271828,0.0003083756,0.00009515343,0.0006055604,0.000007874534],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844467,0.001431581,0.0006820288,0.0007035908,0.0002113613,0.01016696,0.0008909158,0.00007195382,0.001395006],"genre_scores_gemma":[0.9723564,0.001135479,0.002795211,0.001265432,0.0002723036,0.01870642,0.001746967,0.00001382935,0.001708011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005405223,"threshold_uncertainty_score":0.01808226,"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."}}