{"id":"W7019668540","doi":"","title":"Incidence and Control of Symptoms at the End of Life in Cancer Patients","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Palliative and Oncologic Care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Cancer; Anxiety; Natural history; Medical record; Palliative care; Prospective cohort study; Terminally ill","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005817187,0.000144005,0.0008270693,0.0001723642,0.000056783,0.00004495393,0.0004657031,0.00007627491,0.004666405],"category_scores_gemma":[0.001067514,0.00009720832,0.0001052762,0.0004748996,0.0002462953,0.0003203416,0.000462199,0.0002225123,0.000001034143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338468,"about_ca_system_score_gemma":0.0003795432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571675,"about_ca_topic_score_gemma":0.001019437,"domain_scores_codex":[0.9981964,0.0002175263,0.0006817573,0.0002209753,0.0005067671,0.0001766335],"domain_scores_gemma":[0.9977182,0.000561983,0.0007317662,0.0002474742,0.0006052948,0.0001353224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004219305,0.0002231332,0.938586,0.0001303586,0.0001509673,0.00002589488,0.0003128939,0.00002205208,0.05164787,0.000009868705,0.002333151,0.00613586],"study_design_scores_gemma":[0.002217023,0.00003505317,0.9649597,0.0007295398,0.0001097698,0.000003451381,0.0001294625,0.00002089311,0.03055989,0.0001826661,0.0009598474,0.00009266398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404594,0.05735353,0.00001262528,0.0003516914,0.000158023,0.0003681888,0.00009567647,0.000002706724,0.001198163],"genre_scores_gemma":[0.9832336,0.01574596,0.00001248096,0.000753644,0.00004851096,0.00002708181,0.000006712568,0.00001114365,0.0001608941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04277417,"threshold_uncertainty_score":0.9962435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1842721185448724,"score_gpt":0.544030939689465,"score_spread":0.3597588211445926,"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."}}