{"id":"W2030447282","doi":"10.1016/j.ejca.2008.02.031","title":"Hope in advanced cancer patients","year":2008,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":162,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Cancer; Oncology; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003191955,0.0001437719,0.0002498419,0.0001534668,0.00006261412,0.00001172549,0.0002760768,0.00002468338,0.001644397],"category_scores_gemma":[0.00002836005,0.0001234491,0.00009658589,0.000200401,0.00005777287,0.0001810874,0.0000307693,0.0003589776,0.0001281482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033149,"about_ca_system_score_gemma":0.00007536517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007518045,"about_ca_topic_score_gemma":0.00003606501,"domain_scores_codex":[0.9984679,0.0002878524,0.0005271506,0.0001693608,0.0002498134,0.00029797],"domain_scores_gemma":[0.999117,0.00002993039,0.000368595,0.0001563516,0.0002006079,0.0001275515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009186571,0.0004452869,0.5326523,0.00001719806,0.0001824564,0.001933396,0.0151812,0.003074493,0.0004101673,0.00008510816,0.04516667,0.3999331],"study_design_scores_gemma":[0.003960658,0.0003352228,0.8114386,0.0001814007,0.00002294081,0.00003626085,0.0001575513,0.000006345517,0.0001665587,0.00001408718,0.1834704,0.0002099775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8895463,0.004340265,0.00003925251,0.0003079436,0.002330949,0.00007752755,0.000005349109,0.00001039514,0.103342],"genre_scores_gemma":[0.9914407,0.002206179,0.0001774932,0.0008081562,0.000621861,0.000003584946,7.38624e-7,0.00005032407,0.004690934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3997231,"threshold_uncertainty_score":0.9992682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01649846481563148,"score_gpt":0.3019786826179671,"score_spread":0.2854802178023356,"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."}}