{"id":"W4391897314","doi":"10.1093/jnci/djae014","title":"The enormous and continuing challenge of maintaining hope in patients with advanced cancer","year":2024,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cancer; Medicine; Intensive care medicine; Environmental ethics; Engineering ethics; Internal medicine; Engineering; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002947471,0.0002434667,0.0004286651,0.0003584763,0.002984596,0.003739482,0.000618271,0.002462148,0.004247156],"category_scores_gemma":[0.007104672,0.0001955305,0.000315124,0.000351885,0.005398319,0.003904735,0.003749886,0.009035099,0.001026763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672895,"about_ca_system_score_gemma":0.003186231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001868293,"about_ca_topic_score_gemma":0.007948109,"domain_scores_codex":[0.9983387,0.0009382807,0.00005133353,0.00007469014,0.0004252631,0.0001718139],"domain_scores_gemma":[0.9971201,0.001195678,0.0002678385,0.00009895452,0.0003230419,0.0009944272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006015744,0.00007952961,0.002630851,0.0004197174,0.00003843861,0.0007334925,0.006666263,0.0001199519,0.0003609309,0.0553548,0.7770215,0.1565144],"study_design_scores_gemma":[0.00003794296,0.0001910677,0.004153918,0.001284124,0.00001787485,0.005115088,0.01439372,0.0002436862,0.0002771415,0.06360952,0.910616,0.00006002799],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006387289,0.06235568,0.001105758,0.8962113,0.01190547,0.00001582035,0.00003681731,0.00005245802,0.02192941],"genre_scores_gemma":[0.2522381,0.2275151,0.004933766,0.4456994,0.03592398,0.0001161238,0.00008725021,0.000156526,0.03332973],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004247156,"threshold_uncertainty_score":0.01558787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06381066094605022,"score_gpt":0.4007492623904007,"score_spread":0.3369386014443504,"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."}}