{"id":"W4312939944","doi":"10.2196/39996","title":"Enhancing Self-care Among Oral Cancer Survivors: Protocol for the Empowered Survivor Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Protocol (science); Cancer survivor; Medicine; Cancer; Psychology; Gerontology; Physical therapy; Alternative medicine; 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":[0.0278921,0.005379498,0.008275193,0.002288166,0.003511069,0.004160918,0.003108191,0.00525849,0.1045676],"category_scores_gemma":[0.02790738,0.00293087,0.005783832,0.003489453,0.002362082,0.002985671,0.002655289,0.009708527,0.0153116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005409085,"about_ca_system_score_gemma":0.020266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003900688,"about_ca_topic_score_gemma":0.007725187,"domain_scores_codex":[0.9849037,0.008745164,0.001838711,0.00132107,0.001411512,0.001779785],"domain_scores_gemma":[0.9890082,0.002679586,0.00208441,0.001737723,0.00295052,0.00153955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.796416,0.0230292,0.001849851,0.03389718,0.003455033,0.0005640832,0.001029989,0.003640663,0.002289528,0.006770987,0.05979336,0.06726409],"study_design_scores_gemma":[0.9135961,0.01611948,0.002728336,0.005322287,0.001055623,0.00008006628,0.0002557417,0.001698622,0.0007515719,0.004047832,0.05422411,0.0001201497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009067788,0.000147312,0.0007140021,0.0001239327,0.0001606366,0.9958663,0.001389904,0.0000562666,0.0006347916],"genre_scores_gemma":[0.00062629,0.00005286479,0.0006458535,0.00005543036,0.00001575823,0.9982845,0.0001082622,0.000002881074,0.0002081393],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1045676,"threshold_uncertainty_score":0.3498133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2091598643110733,"score_gpt":0.5518044121109742,"score_spread":0.3426445477999009,"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."}}