{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000413521,0.00008189753,0.000168914,0.0002593679,0.0002908047,0.0004456222,0.0001214864,0.0002051941,0.0021957],"category_scores_gemma":[0.003558184,0.00007624739,0.0002552796,0.0003347381,0.0002167657,0.0002524728,0.0002304476,0.0002551519,0.0001890758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297183,"about_ca_system_score_gemma":0.0001634844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327144,"about_ca_topic_score_gemma":0.001891967,"domain_scores_codex":[0.9997116,0.0001140259,0.0000281132,0.00003383695,0.00005350753,0.00005889141],"domain_scores_gemma":[0.9983828,0.0004538988,0.000770684,0.00004540065,0.00008096445,0.0002663413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001783061,0.00003296152,0.9961791,0.00001108212,0.0000412958,0.00005653463,0.0001678842,0.00001235682,0.0001343177,0.00001827823,0.00006964651,0.003098287],"study_design_scores_gemma":[0.000003271181,0.0001315377,0.9992194,0.000005771513,0.00001896365,0.0001547919,0.0002402884,0.00003743636,0.00003233254,0.00001730019,0.0001371914,0.000001704256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988312,0.0003647568,0.00004437069,0.00009128557,0.00001061549,0.000004334766,0.00008904449,8.150285e-7,0.0005637228],"genre_scores_gemma":[0.9997961,0.00008096146,0.00001275923,0.00001388821,0.000006064528,0.000001407097,0.00004155941,3.089821e-7,0.0000469477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0021957,"threshold_uncertainty_score":0.007345319,"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."}}