{"id":"W4400974120","doi":"10.3390/curroncol31070306","title":"The Effect of Oncology Nurse Navigation on Mental Health in Patients with Cancer in Taiwan: A Randomized Controlled Clinical Trial","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan","keywords":"Medicine; Randomized controlled trial; Mental health; Clinical trial; Clinical Oncology; Cancer treatment; Cancer; Oncology; Internal medicine; Alternative medicine; Nursing; Pathology; Psychiatry","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":[0.002575912,0.0009129468,0.002705098,0.0004769037,0.0007012796,0.0007818792,0.0007300208,0.0021373,0.004088437],"category_scores_gemma":[0.003718309,0.000451735,0.001760056,0.0005159634,0.0009645774,0.0008448235,0.0004548673,0.0016552,0.0002971822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006394312,"about_ca_system_score_gemma":0.001836455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618458,"about_ca_topic_score_gemma":0.00359203,"domain_scores_codex":[0.998251,0.001118938,0.0001861474,0.0002103625,0.00009215676,0.0001414054],"domain_scores_gemma":[0.9985412,0.0005755489,0.0003326649,0.00009360765,0.00009613312,0.0003607308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9512222,0.01686013,0.001831821,0.002481758,0.0017508,0.00006257262,0.0001075032,0.0002221012,0.0007708603,0.0001035385,0.0004503207,0.02413637],"study_design_scores_gemma":[0.9110237,0.08397587,0.002748875,0.0001229989,0.001074922,0.00001576889,0.00004801004,0.0003102028,0.0001513224,0.00008473149,0.0004310427,0.00001263711],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973541,0.008947398,0.0007382032,0.0009764283,0.0008779106,0.01296774,0.0004118687,0.00007866684,0.001460826],"genre_scores_gemma":[0.9736057,0.003281111,0.002236309,0.001134753,0.0005546617,0.01770339,0.0003084869,0.000006474422,0.001169074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004088437,"threshold_uncertainty_score":0.01367718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03678727631452498,"score_gpt":0.4664110937207466,"score_spread":0.4296238174062216,"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."}}