{"id":"W2027555200","doi":"10.1097/00006199-200311000-00007","title":"A Cluster of Symptoms Over Time in Patients With Lung Cancer","year":2003,"lang":"en","type":"article","venue":"Nursing Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Family Medicine","funders":"National Institute of Nursing Research","keywords":"Medicine; Nausea; Vomiting; Lung cancer; Weakness; Cancer; Cluster (spacecraft); Internal medicine; Weight loss; Disease; Stage (stratigraphy); Pediatrics; Surgery; Obesity","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":[0.0003674945,0.00006595825,0.0001635867,0.0002180487,0.00003037977,0.000009111806,0.0000521315,0.00005922284,0.000456596],"category_scores_gemma":[0.00005440562,0.00005146616,0.00002468717,0.0005356449,0.0001340709,0.00004423235,0.000008575809,0.000272548,0.000006452437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004256145,"about_ca_system_score_gemma":0.0002189844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004870674,"about_ca_topic_score_gemma":0.0001488939,"domain_scores_codex":[0.998581,0.0001177858,0.0001156135,0.0001746524,0.0006947779,0.0003161684],"domain_scores_gemma":[0.9993685,0.00006265559,0.00001959122,0.0002096121,0.0002570392,0.00008262843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009703123,0.0003088611,0.9825562,0.0001126439,0.00002132647,0.000004059294,0.002696614,0.000009166837,0.0001482579,0.00007449285,0.004097444,0.00900067],"study_design_scores_gemma":[0.004740505,0.0006304719,0.9892406,0.0028699,0.00002892476,0.000001622703,0.0001880793,0.0002863028,0.0008558531,0.0000815962,0.0009564587,0.0001197253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833914,0.0003645665,0.000005386397,0.000239776,0.00009507492,0.0003553675,0.000005245058,0.000007705427,0.01553548],"genre_scores_gemma":[0.9979974,0.000006228401,0.00001993334,0.00005195397,0.000029966,0.00002206415,0.000005774557,0.00001854771,0.001848145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01460599,"threshold_uncertainty_score":0.4999406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697641968271619,"score_gpt":0.3734836324912811,"score_spread":0.356507212808565,"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."}}