{"id":"W3033074646","doi":"10.1093/jnci/djaa083","title":"Management of Cancer and Health After the Clinic Visit: A Call to Action for Self-Management in Cancer Care","year":2020,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Cancer survivorship and care","field":"Medicine","cited_by":228,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Stanford Cancer Institute; School of Medicine, Stanford University; Université de Lausanne; Rigshospitalet; Universiteit Gent; Vrije Universiteit Amsterdam; American Cancer Society; Queensland University of Technology; Multinational Association of Supportive Care in Cancer; National Breast Cancer Foundation; Amsterdam University Medical Centers; Rutgers Cancer Institute of New Jersey; University of Southampton; Centre Hospitalier Universitaire Vaudois; Università degli Studi di Milano; University of Central Florida; University of Toronto; Emory University; Flinders University","keywords":"Medicine; Self-management; Health care; Workforce; Call to action; Nursing; Disease management; Action (physics); Population; Psychology; Health management system; Business; Alternative medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1127165,0.00181131,0.005190291,0.003917435,0.01922905,0.02427732,0.009810141,0.04708831,0.02132274],"category_scores_gemma":[0.1369985,0.00189562,0.005289057,0.003108994,0.03575248,0.04870692,0.03701969,0.1162976,0.005615122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02204913,"about_ca_system_score_gemma":0.1023357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01744208,"about_ca_topic_score_gemma":0.03012277,"domain_scores_codex":[0.8878476,0.06610815,0.006143679,0.006067368,0.02603119,0.007802072],"domain_scores_gemma":[0.6838636,0.1558658,0.009659259,0.01562697,0.02854881,0.1064356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000148115,0.0006251753,0.002770526,0.002438612,0.0001812229,0.0006399426,0.02229892,0.0002754017,0.0004498456,0.02320607,0.7556252,0.1913408],"study_design_scores_gemma":[0.0002397826,0.0006059852,0.005888267,0.009830048,0.0001220883,0.001025058,0.03859519,0.0003500287,0.0002010937,0.04605497,0.8967322,0.0003552581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003921187,0.006706112,0.0007901342,0.9858193,0.004303837,0.00005599303,0.00001438108,0.0001099435,0.001807981],"genre_scores_gemma":[0.02799432,0.03786462,0.01932182,0.8922172,0.01609131,0.0009700328,0.0001519895,0.0003155224,0.005073117],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1127165,"threshold_uncertainty_score":0.596109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09413305136346652,"score_gpt":0.4294204716437124,"score_spread":0.3352874202802459,"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."}}