{"id":"W4406661311","doi":"10.3390/curroncol32020058","title":"Patient-Centered Care for Adolescents and Young Adults with an Uncertain or Poor Cancer Prognosis: A Secondary Analysis of What Is Needed According to Patients, Caregivers, and Healthcare Providers","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Medicine; Health care; Cancer; Family medicine; Nursing; 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":[0.006111643,0.0001586516,0.000516655,0.001495203,0.001468958,0.001587734,0.0003464151,0.0003622415,0.003105155],"category_scores_gemma":[0.02560316,0.0001769623,0.0009253817,0.00165708,0.0006409098,0.0013609,0.001708222,0.000982767,0.0001522618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003557958,"about_ca_system_score_gemma":0.009211402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008473609,"about_ca_topic_score_gemma":0.01834041,"domain_scores_codex":[0.9940314,0.003344054,0.0009029083,0.0002820078,0.0007216736,0.0007179143],"domain_scores_gemma":[0.9788037,0.01011568,0.00548385,0.0006027701,0.003242737,0.001751243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004464965,0.0004727044,0.7872179,0.002755218,0.0003120177,0.0004365933,0.08617418,0.0001598838,0.0003948691,0.001688899,0.004869085,0.1150722],"study_design_scores_gemma":[0.00009683507,0.0007137274,0.7861481,0.002914419,0.0002820726,0.00058078,0.1849789,0.0003711717,0.0006090296,0.000673598,0.02259249,0.00003881151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991015,0.001748855,0.000493178,0.001822264,0.00003385155,0.0004949301,0.001083578,0.000006735726,0.003301471],"genre_scores_gemma":[0.9967026,0.0008795583,0.0006130374,0.0004212364,0.00002460034,0.0005474727,0.0004418727,0.000004606328,0.000365051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008473609,"threshold_uncertainty_score":0.03232181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04335186542009228,"score_gpt":0.3814644493747371,"score_spread":0.3381125839546448,"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."}}