{"id":"W2019872783","doi":"10.1097/00002820-200409000-00009","title":"Symptoms, Psychological Distress, Social Support, and Quality of Life of Chinese Patients Newly Diagnosed With Gastrointestinal Cancer","year":2004,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Cancer survivorship and care","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Selkirk College","funders":"","keywords":"Medicine; Quality of life (healthcare); Psychosocial; Distress; Social support; Depression (economics); Psychological distress; Clinical psychology; Anxiety; Psychiatry; Psychology; Nursing","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":[0.00006870483,0.0001675641,0.0004700216,0.00004059678,0.00005414251,0.00000715088,0.00006503776,0.00005652936,0.00009105494],"category_scores_gemma":[0.00005313082,0.0001255345,0.00007438794,0.0002010233,0.0004204567,0.00005566459,0.0000131036,0.0001586856,2.340105e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902588,"about_ca_system_score_gemma":0.0001779071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003426068,"about_ca_topic_score_gemma":0.001630066,"domain_scores_codex":[0.9988123,0.00003538825,0.0003332304,0.0002697209,0.0003181966,0.0002311257],"domain_scores_gemma":[0.9992119,0.00003568111,0.0002456665,0.0001432651,0.0002025818,0.0001609041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001678452,0.0004166419,0.969907,0.0002545048,0.0000358023,0.000005321539,0.00303644,0.00001920612,0.0005694919,0.00006477912,0.0001143565,0.02389801],"study_design_scores_gemma":[0.005248292,0.0006035057,0.9922017,0.001040375,0.00007477643,0.000005038897,0.0004481519,0.000001750214,0.0001449068,0.0000724747,0.00002922046,0.0001297548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974338,0.00065885,0.0001600063,0.0005984448,0.0002764138,0.0002098389,0.0001885024,0.00002275785,0.0004513499],"genre_scores_gemma":[0.9992372,0.00006229265,0.0001220103,0.0002351511,0.0002372484,0.00002963307,0.00004121937,0.000018762,0.00001647858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02376825,"threshold_uncertainty_score":0.5179212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637665914381451,"score_gpt":0.3519657450836233,"score_spread":0.3255890859398088,"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."}}