{"id":"W4381470741","doi":"10.1007/s00520-023-07870-9","title":"Symptom screening with Targeted Early Palliative care (STEP) versus usual care for patients with advanced cancer: a mixed methods study","year":2023,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Princess Margaret Cancer Centre; University of Toronto; Queen's University; University Health Network","funders":"","keywords":"Medicine; Palliative care; Referral; Randomized controlled trial; Nursing research; Quality of life (healthcare); Pain medicine; Family medicine; Internal medicine; Nursing; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006903273,0.001258819,0.002264678,0.0008012016,0.001182579,0.001720425,0.001299311,0.0020124,0.004804773],"category_scores_gemma":[0.01558761,0.001171915,0.003494657,0.0009637558,0.001228997,0.001979106,0.001222155,0.0022254,0.0005439861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001894237,"about_ca_system_score_gemma":0.001864353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004569568,"about_ca_topic_score_gemma":0.006714255,"domain_scores_codex":[0.9919076,0.005577349,0.000831798,0.0007839576,0.0004550715,0.0004440997],"domain_scores_gemma":[0.9901953,0.006608296,0.001684013,0.0004764032,0.0003803707,0.0006557051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6547098,0.125175,0.1135583,0.006564544,0.02062651,0.0002256921,0.005115996,0.001272202,0.00151634,0.0009009554,0.0009306765,0.06940402],"study_design_scores_gemma":[0.2544907,0.5471054,0.1626107,0.001668901,0.01941669,0.0002695665,0.004962614,0.004890998,0.0008989322,0.001330103,0.002068374,0.0002869729],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954885,0.001701413,0.0004536022,0.0001335723,0.0001211535,0.001371981,0.0002144167,0.000007874821,0.0005075922],"genre_scores_gemma":[0.993669,0.0008743614,0.001807994,0.0004950857,0.0001396074,0.00243672,0.0001977057,0.00000531038,0.0003741677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006903273,"threshold_uncertainty_score":0.03650844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08538622551101027,"score_gpt":0.4773125825984704,"score_spread":0.3919263570874602,"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."}}