{"id":"W4414514516","doi":"10.5489/cuaj.9294","title":"Psychological distress in prostate cancer","year":2025,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Prostate cancer; Distress; Psychological distress; Intervention (counseling); Psychological intervention; Affect (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009884146,0.0002561302,0.0002981719,0.0005703766,0.0003198229,0.0004921706,0.0002398169,0.0002700973,0.002230288],"category_scores_gemma":[0.004529006,0.00008564212,0.0003042047,0.0009799877,0.0003596857,0.0003633507,0.0007418664,0.0006233052,0.0001536573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004815551,"about_ca_system_score_gemma":0.0005414857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865125,"about_ca_topic_score_gemma":0.001927293,"domain_scores_codex":[0.9993781,0.0003257125,0.00004329224,0.00004599065,0.0001440806,0.00006293147],"domain_scores_gemma":[0.9984879,0.000505693,0.0006097644,0.00002767085,0.0001813799,0.0001874941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002123392,0.0002562282,0.7867973,0.001475499,0.0001598243,0.0001543818,0.001135906,0.000264846,0.0003323504,0.0002591361,0.002610507,0.2063417],"study_design_scores_gemma":[0.00001316007,0.0004208335,0.9938486,0.0003241519,0.00006917671,0.000682203,0.0007789992,0.0001984474,0.00009352097,0.0003923889,0.003165314,0.00001319984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486973,0.03898892,0.0006836008,0.004457793,0.0001880236,0.0001568117,0.0005707585,0.00003591938,0.006220975],"genre_scores_gemma":[0.9934723,0.005486501,0.0002919041,0.0002207796,0.00006228687,0.00003462125,0.0001973966,0.000001200444,0.000232939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002230288,"threshold_uncertainty_score":0.007461071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229903939577739,"score_gpt":0.289997601214016,"score_spread":0.2776985618182386,"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."}}