{"id":"W3110973365","doi":"10.1200/op.20.00432","title":"Increasing Referrals of Patients With Gastrointestinal Cancer to a Cancer Rehabilitation Program: A Quality Improvement Initiative","year":2020,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Cancer survivorship and care","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University Health Network; University of Toronto; Credit Valley Hospital; Health Sciences Centre","funders":"","keywords":"Medicine; PDCA; Referral; Cancer; Family medicine; Patient education; Physical therapy; Rehabilitation; Quality management; Internal medicine; Service (business)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01839865,0.0003933376,0.0003832047,0.001787954,0.001893156,0.002233775,0.00181118,0.000986792,0.002345062],"category_scores_gemma":[0.03887353,0.0004660466,0.001086744,0.002208503,0.0008241617,0.001685038,0.003636809,0.001925184,0.0002383673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004983934,"about_ca_system_score_gemma":0.02353084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185628,"about_ca_topic_score_gemma":0.02185555,"domain_scores_codex":[0.9888837,0.005813299,0.001231993,0.0005861665,0.002769446,0.0007154681],"domain_scores_gemma":[0.963348,0.009185073,0.008683035,0.001305754,0.008022935,0.009455154],"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":[0.0005558958,0.00648285,0.2780616,0.003975829,0.000366318,0.0004203171,0.0077795,0.001153446,0.001861116,0.0004485268,0.02898384,0.6699108],"study_design_scores_gemma":[0.001943577,0.01010625,0.9154242,0.004157312,0.0007856812,0.001037874,0.01537986,0.004595811,0.002429373,0.0006686648,0.04333568,0.0001357289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8696211,0.008497711,0.008071208,0.08588288,0.0008279386,0.006670156,0.0008203548,0.001335953,0.01827257],"genre_scores_gemma":[0.9195214,0.00738667,0.05644765,0.009964565,0.0003549598,0.00333512,0.001032902,0.0001110123,0.001845674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01839865,"threshold_uncertainty_score":0.09730256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06992199667395643,"score_gpt":0.4300331538540531,"score_spread":0.3601111571800966,"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."}}