{"id":"W3095338110","doi":"10.1097/or9.0000000000000002","title":"Progress toward integrating Distress as the Sixth Vital Sign: a global snapshot of triumphs and tribulations in precision supportive care","year":2019,"lang":"en","type":"article","venue":"Journal of Psychosocial Oncology Research and Practice","topic":"Cancer survivorship and care","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychosocial; Distress; Medicine; Nursing; Workforce; Psychology; Public relations; Political science; Psychiatry; Clinical psychology","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":[0.02701219,0.0006165207,0.0008195857,0.001520422,0.007443517,0.009759989,0.00290525,0.01075617,0.002680216],"category_scores_gemma":[0.0528358,0.0005066142,0.001287135,0.002090861,0.01632341,0.00818042,0.007742594,0.02729278,0.0005306653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01253602,"about_ca_system_score_gemma":0.03645656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02684393,"about_ca_topic_score_gemma":0.04134179,"domain_scores_codex":[0.9588248,0.02883011,0.002307335,0.001907844,0.005516578,0.002613288],"domain_scores_gemma":[0.9300091,0.05218994,0.002673406,0.001206471,0.01013391,0.00378713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001724181,0.00004576681,0.002378093,0.00753216,0.0001130356,0.002142491,0.18755,0.0005774925,0.001206852,0.1236232,0.4896638,0.1849947],"study_design_scores_gemma":[0.00003377606,0.0001184624,0.003224118,0.01708807,0.0001111549,0.0008903273,0.1266869,0.0002634835,0.0005957084,0.03515305,0.8156705,0.0001644431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003699646,0.03399408,0.0007419423,0.9456176,0.01103513,0.00001692607,0.00004355362,0.00001561055,0.004835565],"genre_scores_gemma":[0.2388253,0.1084565,0.003074141,0.6235396,0.02075421,0.0002034448,0.0001178443,0.0001614259,0.004867571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02701219,"threshold_uncertainty_score":0.1428558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06289774788014685,"score_gpt":0.4947635114593193,"score_spread":0.4318657635791724,"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."}}