{"id":"W4407820700","doi":"10.1002/pon.70110","title":"The Landscape of Supportive Care Needs Among Prostate Cancer Patients in New Zealand: A Cross‐Ethnic Analysis","year":2025,"lang":"en","type":"article","venue":"Psycho-Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Lottery Health Research; University of Otago","keywords":"Survivorship curve; Ethnic group; Quality of life (healthcare); Prostate cancer; Medicine; Psychological intervention; Gerontology; Health care; Needs assessment; Family medicine; Mental health; Cancer; Nursing; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008284198,0.0002177436,0.0003990352,0.000945711,0.0009363435,0.0007870833,0.0004968347,0.0003197582,0.001738628],"category_scores_gemma":[0.002094711,0.0002373946,0.0006434449,0.001773927,0.0005574397,0.0006227455,0.001323063,0.0004835535,0.0001380848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002496296,"about_ca_system_score_gemma":0.002556485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3919464,"about_ca_topic_score_gemma":0.4481862,"domain_scores_codex":[0.9995116,0.00007671651,0.00008601975,0.00007477076,0.0001259361,0.0001249992],"domain_scores_gemma":[0.9988136,0.0001059668,0.0005095413,0.00004219601,0.0002274799,0.0003011479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006938709,0.00003004926,0.9915206,0.00007924042,0.00008079336,0.0001029755,0.004178145,0.00002766582,0.0002438162,0.00002175113,0.0001943014,0.003451304],"study_design_scores_gemma":[0.000004015443,0.00003284274,0.9962938,0.00002154612,0.00002090405,0.000082237,0.003232938,0.00004747572,0.00001299348,0.000007422401,0.0002394565,0.000004326253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989464,0.0002528516,0.00002428027,0.0001245428,0.000002296591,0.0000209135,0.0002611304,0.000001146467,0.000366582],"genre_scores_gemma":[0.9993535,0.0002388834,0.00005540818,0.0000359947,0.000001925082,0.00002310801,0.0001924275,0.000001307265,0.00009751844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3919464,"threshold_uncertainty_score":0.77933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135036909392711,"score_gpt":0.3573687347197676,"score_spread":0.3460183656258405,"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."}}