{"id":"W2306826149","doi":"10.6004/jnccn.2016.0019","title":"Evaluating the Impact of Provincial Implementation of Screening for Distress on Quality of Life, Symptom Reports, and Psychosocial Well-Being in Patients With Cancer","year":2016,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Cancer survivorship and care","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Psychosocial; Cohort; Quality of life (healthcare); Psychological intervention; Distress; Anxiety; Intervention (counseling); Family medicine; Physical therapy; Psychiatry; Nursing; Clinical psychology; Internal medicine","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":[0.003405275,0.0002916513,0.0003582667,0.0004319207,0.0007701398,0.0005377377,0.0005273065,0.0002453735,0.001791051],"category_scores_gemma":[0.008110895,0.0002574481,0.000819688,0.000671689,0.0003747754,0.0002489084,0.001095714,0.0007491105,0.0001307268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00409134,"about_ca_system_score_gemma":0.007735022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06470837,"about_ca_topic_score_gemma":0.1084065,"domain_scores_codex":[0.9979833,0.0008636927,0.0001802676,0.0001165548,0.0004273783,0.0004288747],"domain_scores_gemma":[0.9938899,0.001595715,0.001637428,0.0003730574,0.001138107,0.001365729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008179461,0.01572825,0.7933683,0.0006361249,0.0002425723,0.0001091709,0.002138037,0.001720617,0.003115532,0.0000672989,0.001405185,0.1732894],"study_design_scores_gemma":[0.0009194999,0.01524302,0.9807345,0.00004599806,0.0001118672,0.00003285894,0.0006580704,0.0006005489,0.001019975,0.00001511064,0.0006052807,0.00001320264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987031,0.00008088028,0.00008909738,0.0001270845,0.000006275383,0.0003814904,0.0001291805,0.00001181254,0.0004710431],"genre_scores_gemma":[0.9982635,0.00008057243,0.0008920151,0.00005406917,0.000007409868,0.0002882069,0.0002695085,0.00000164194,0.0001430508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06470837,"threshold_uncertainty_score":0.1286634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06008552437312038,"score_gpt":0.4321481098150398,"score_spread":0.3720625854419194,"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."}}