{"id":"W3035828075","doi":"10.1186/s41687-020-00212-x","title":"Personalized symptom management: a quality improvement collaborative for implementation of patient reported outcomes (PROs) in ‘real-world’ oncology multisite practices","year":2020,"lang":"en","type":"article","venue":"Journal of Patient-Reported Outcomes","topic":"Cancer survivorship and care","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Cancer Care Ontario; McMaster University; Juravinski Cancer Centre; McGill University; McGill University Health Centre; Health Sciences North; St Mary's Hospital Centre; Princess Margaret Cancer Centre; Jewish General Hospital; University Health Network; University of Toronto","funders":"Réseau de cancérologie Rossy; Cancer Care Ontario; Partenariat Canadien Contre Le Cancer; Alberta Health Services","keywords":"Medicine; Patient experience; Quality management; Audit; Coaching; Population; Intervention (counseling); Focus group; Thematic analysis; Distress; Health care; Collaborative Care; Anxiety; Family medicine; Nursing; Qualitative research; Mental health; Psychology; Clinical psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.06418293,0.00075175,0.0006752071,0.001352764,0.002692049,0.002893122,0.002519238,0.0008564391,0.002962832],"category_scores_gemma":[0.06364843,0.0004992685,0.001011319,0.001731264,0.001652429,0.002085819,0.006625958,0.001743589,0.0004331586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01051506,"about_ca_system_score_gemma":0.0578862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0367996,"about_ca_topic_score_gemma":0.07639809,"domain_scores_codex":[0.9592714,0.02577587,0.003110742,0.002876159,0.006758888,0.002206844],"domain_scores_gemma":[0.9059265,0.0235973,0.01241337,0.01424589,0.01953352,0.02428337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001055656,0.007277161,0.0803525,0.001464103,0.0003691908,0.0002192793,0.01153746,0.002615717,0.002691188,0.0009022556,0.02650118,0.8650143],"study_design_scores_gemma":[0.008375281,0.02740115,0.7135227,0.005471075,0.001506455,0.0008355315,0.02790612,0.02733444,0.01300943,0.004950224,0.1690453,0.000642411],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7402606,0.002104224,0.1381559,0.03249401,0.0006676884,0.05459953,0.003445103,0.007349875,0.02092307],"genre_scores_gemma":[0.5854432,0.0008065042,0.3891503,0.003768531,0.0001827519,0.01675964,0.001679543,0.000229446,0.001980055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06418293,"threshold_uncertainty_score":0.3394358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05248822286476187,"score_gpt":0.4231790862132333,"score_spread":0.3706908633484715,"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."}}