{"id":"W4295956914","doi":"10.1097/or9.0000000000000083","title":"Implementation of the Distress Assessment and Response Tool at the Kuwait Cancer Control Centre","year":2022,"lang":"en","type":"article","venue":"Journal of Psychosocial Oncology Research and Practice","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Distress; Medicine; Psychosocial; Referral; Dart; Family medicine; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006544064,0.0000570268,0.0001983938,0.00005627266,0.0005604303,0.00002109631,0.0001181092,0.00004176681,0.0006703095],"category_scores_gemma":[0.0004948082,0.00003369117,0.0000637015,0.000221234,0.0002569488,0.00009767799,0.0001209284,0.0008313474,2.586538e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006562446,"about_ca_system_score_gemma":0.00127345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009139205,"about_ca_topic_score_gemma":0.003050835,"domain_scores_codex":[0.9950839,0.003573293,0.0002872738,0.0000999844,0.0007713119,0.0001842806],"domain_scores_gemma":[0.9949748,0.003882874,0.0004309594,0.0001127694,0.000517774,0.00008081178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1373093,0.001103378,0.4358226,0.0001251118,0.001397662,0.0002691005,0.03320849,0.00000762231,0.0218974,0.001155041,0.1848987,0.1828056],"study_design_scores_gemma":[0.004664412,0.002741572,0.2865026,0.000023215,0.0002194355,0.0004542174,0.06386117,0.000003068484,0.00008934621,0.0001751671,0.6412209,0.00004489013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7613914,0.001899562,0.000005420136,0.2349946,0.0004946915,0.0003194212,0.00007540917,9.85375e-7,0.0008185645],"genre_scores_gemma":[0.9964194,0.00119609,0.00001627709,0.001387607,0.0002881184,0.00002997673,0.000001298774,0.000006395119,0.0006548893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4563222,"threshold_uncertainty_score":0.7339419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06616820354132118,"score_gpt":0.5311469705437081,"score_spread":0.4649787670023869,"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."}}