{"id":"W4405070072","doi":"10.3390/curroncol31120566","title":"The Impact of Cancer Status on Anxiety in Prostate Cancer Patients: A Network Analysis","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Mental Health Research Topics","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Medicine; Cancer; Clinical psychology; Prostate cancer; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00271453,0.0002606525,0.0004584175,0.001466299,0.0006110834,0.001183161,0.0004357522,0.0003370288,0.003155231],"category_scores_gemma":[0.01125982,0.0001635517,0.00148165,0.002100769,0.0002927512,0.001079098,0.001496131,0.0006894847,0.0001439318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006970058,"about_ca_system_score_gemma":0.0006367969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199851,"about_ca_topic_score_gemma":0.01398716,"domain_scores_codex":[0.9976456,0.001604978,0.0001096254,0.0002060929,0.0002029752,0.0002306439],"domain_scores_gemma":[0.9930964,0.004894943,0.0009819687,0.0002674263,0.0003013768,0.0004578357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004035165,0.00007676309,0.9859088,0.00006673836,0.00107328,0.0001173739,0.0004586267,0.001578759,0.00008052954,0.0004230236,0.000315643,0.009496866],"study_design_scores_gemma":[0.00002787192,0.0002587383,0.9750496,0.00004624813,0.0008438735,0.0003421634,0.001608909,0.01974206,0.00004719052,0.001424045,0.0005876219,0.00002174159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964222,0.0004036633,0.00117133,0.0003592914,0.00001209775,0.00004202555,0.0006406039,0.000007329739,0.0009415288],"genre_scores_gemma":[0.9989592,0.0001573221,0.0003371432,0.00001778921,0.00001026188,0.00002546567,0.0003763718,0.000002760396,0.0001137468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01199851,"threshold_uncertainty_score":0.02385736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1202132068915981,"score_gpt":0.5763009043169025,"score_spread":0.4560876974253044,"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."}}