{"id":"W3214256712","doi":"10.1002/cncr.34034","title":"Hope and advance care planning in advanced cancer: Is there a relationship?","year":2021,"lang":"en","type":"article","venue":"Cancer","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; NIH Clinical Center; National Institute on Aging","keywords":"Medicine; Advance care planning; Cancer; Palliative care; Depression (economics); Anxiety; Performance status; Marital status; Socioeconomic status; Randomization; Conversation; Lung cancer; Randomized controlled trial; Internal medicine; Physical therapy; Psychiatry; Population; Nursing; Psychology","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":[0.00004704378,0.0001376642,0.0001907288,0.00005085003,0.0000975497,0.0000235669,0.00008255641,0.0001060157,0.001159669],"category_scores_gemma":[0.00002160381,0.0001445063,0.00003276873,0.0002643025,0.00004024172,0.0001334564,0.00003538222,0.0002591214,0.00002293302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229269,"about_ca_system_score_gemma":0.0001100913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003143987,"about_ca_topic_score_gemma":0.0006542894,"domain_scores_codex":[0.9989929,0.00005750316,0.0001747449,0.0004066035,0.00008537555,0.0002828909],"domain_scores_gemma":[0.9994544,0.00008716468,0.00006326872,0.0002563563,0.00007297746,0.0000658539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009327794,0.00002283683,0.8402725,0.00009273906,0.00003944007,0.0001596582,0.04457649,0.002597282,0.0002008523,0.001375432,0.002033004,0.1085364],"study_design_scores_gemma":[0.002832091,0.00005466809,0.7597736,0.0009127662,0.00004956044,0.00001664014,0.02325513,0.0001380511,0.00107756,0.000961608,0.2103463,0.0005819805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7973706,0.1563862,0.00006474755,0.0007504508,0.0007232513,0.0001434314,0.00003700397,0.00003834996,0.0444859],"genre_scores_gemma":[0.9899771,0.002312819,0.0003541648,0.0009909465,0.0001555576,0.0001880358,0.000009953561,0.00003251673,0.005978892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083133,"threshold_uncertainty_score":0.9997534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158209015662459,"score_gpt":0.3578230977640252,"score_spread":0.3362410076074006,"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."}}