{"id":"W4411491626","doi":"10.1016/j.apro.2025.100115","title":"Trajectory of anxiety following liver transplantation","year":2025,"lang":"en","type":"article","venue":"Advances in Patient-Reported Outcomes","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; University Health Network","funders":"","keywords":"Liver transplantation; Anxiety; Transplantation; Trajectory; Psychology; Medicine; Internal medicine; Psychiatry; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00007646195,0.0001305522,0.000305078,0.0002298966,0.0000300864,0.000003404976,0.00004411993,0.00005946556,0.00002183206],"category_scores_gemma":[0.0000208222,0.0001139097,0.0001779053,0.0003114632,0.00003500125,0.0003220577,0.000005000673,0.0000937533,0.000001900653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004305898,"about_ca_system_score_gemma":0.00008801481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000628225,"about_ca_topic_score_gemma":0.00007589717,"domain_scores_codex":[0.9988247,0.0000319307,0.0005202691,0.0002255902,0.0002450521,0.0001524944],"domain_scores_gemma":[0.9994892,0.00009921843,0.0001359215,0.0001811117,0.00005265728,0.00004186115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003085687,0.0001757191,0.9815882,0.0006170775,0.000248031,0.0006796577,0.001094343,0.0001054588,0.0007218493,0.0001912288,0.000004345165,0.01426553],"study_design_scores_gemma":[0.003341336,0.00009890151,0.9775594,0.0005103861,0.001113871,0.00003605007,0.0003791546,0.00007361798,0.01616309,0.0002767393,0.0003090449,0.0001383435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898456,0.002717272,0.0009397345,0.00003970634,0.0004340819,0.0004080801,0.00001320683,0.00004541856,0.005556851],"genre_scores_gemma":[0.9955548,0.003352939,0.0006441816,0.0002106129,0.000006363792,0.00002832043,0.0001049453,0.000008692896,0.0000891196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01544124,"threshold_uncertainty_score":0.4645102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008358664626695449,"score_gpt":0.2853783380019499,"score_spread":0.2770196733752545,"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."}}