{"id":"W2788520770","doi":"10.21873/invivo.11241","title":"Does Marital Status Influence Levels of Anxiety and Depression Before Palliative Radiotherapy?","year":2018,"lang":"en","type":"article","venue":"In Vivo","topic":"Cancer survivorship and care","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Medicine; Radiation therapy; Marital status; Palliative care; Receipt; Internal medicine; Psychiatry; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.00007509793,0.00007843717,0.0001650898,0.00004714235,0.0000201808,0.000005919875,0.00003812674,0.00006563769,0.0002272688],"category_scores_gemma":[0.0000421842,0.0000477373,0.00002472483,0.0001157638,0.0001443413,0.00006962078,0.00002683736,0.00008247321,6.836833e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004728503,"about_ca_system_score_gemma":0.00004578962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367737,"about_ca_topic_score_gemma":0.004922753,"domain_scores_codex":[0.999399,0.00002041413,0.0001338466,0.0001596867,0.0001392673,0.0001477526],"domain_scores_gemma":[0.9996231,0.00002672922,0.0000448838,0.0001486291,0.00009256008,0.00006413943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001632896,0.00002313117,0.9530702,0.00006826761,0.00001476756,0.000004255334,0.009124399,5.692225e-7,0.01322966,0.00002662977,0.00005804264,0.02421674],"study_design_scores_gemma":[0.0008400563,0.0001832826,0.9677624,0.0002290541,0.00001015714,0.000002679742,0.0007491341,0.00005143859,0.02554795,0.0002474227,0.004309042,0.0000674049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998026,0.0004959345,0.00004321537,0.00008888672,0.0001996409,0.0001465119,0.00006034168,0.00001319775,0.0009263318],"genre_scores_gemma":[0.9988776,0.0002085364,0.000317797,0.0002037171,0.0001333099,0.000007599996,0.000001291484,0.000009334922,0.0002408066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02414934,"threshold_uncertainty_score":0.2747012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116484918471842,"score_gpt":0.2921517274334322,"score_spread":0.280503235586248,"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."}}