{"id":"W3092608612","doi":"10.1002/cam4.3480","title":"Population‐level evidence of survival benefits of patient‐reported outcome symptom monitoring software systems in routine cancer care","year":2020,"lang":"en","type":"letter","venue":"Cancer Medicine","topic":"Cancer survivorship and care","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Quality of life (healthcare); Population; Cancer; Disease; Family medicine; Intensive care medicine; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01729751,0.0006624518,0.001822695,0.001382605,0.0005878743,0.002260281,0.001311964,0.002373636,0.01717983],"category_scores_gemma":[0.06993226,0.0004185099,0.007573585,0.002976832,0.0008736378,0.001598735,0.001424811,0.003564915,0.0009467847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243477,"about_ca_system_score_gemma":0.001322067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00460555,"about_ca_topic_score_gemma":0.00648249,"domain_scores_codex":[0.9825374,0.01057933,0.001904898,0.002158331,0.002183834,0.0006362013],"domain_scores_gemma":[0.9211746,0.05679294,0.01316427,0.003755131,0.003357223,0.001755957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0881588,0.003880651,0.4117029,0.03364761,0.08860687,0.0002573368,0.0006683058,0.002130049,0.0005039386,0.001802874,0.02062164,0.3480191],"study_design_scores_gemma":[0.01334483,0.02934236,0.8546357,0.01079973,0.06684279,0.0002978903,0.000568204,0.001000138,0.0003989437,0.002492166,0.02015201,0.0001252968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4720718,0.4587876,0.002877124,0.01417291,0.003652141,0.001169592,0.0241842,0.0002459022,0.02283859],"genre_scores_gemma":[0.9365773,0.04498978,0.001877103,0.006401429,0.00227629,0.0007610626,0.006005923,0.00006665634,0.001044464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01729751,"threshold_uncertainty_score":0.09147906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359141802756098,"score_gpt":0.3570191080609059,"score_spread":0.2211049277852962,"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."}}