{"id":"W4402696742","doi":"10.1136/bmjopen-2024-090449","title":"Implementation of an electronic prospective surveillance model for cancer rehabilitation: a mixed methods study protocol","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Cancer survivorship and care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint John Regional Hospital; St. John’s Health Sciences Centre; Memorial University of Newfoundland; University of Calgary; University of British Columbia; Princess Margaret Cancer Centre; McMaster University; Dalhousie University; University of Toronto","funders":"Canadian Institutes of Health Research; Canadian Cancer Society","keywords":"Medicine; Context (archaeology); Implementation research; Protocol (science); Focus group; Audit; Quality management; Fidelity; Rehabilitation; Medical physics; Nursing; Physical therapy; Psychological intervention; Operations management; Alternative medicine; Management system","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":[0.1271801,0.003480659,0.004210077,0.005305708,0.005586009,0.00487737,0.005651686,0.004197984,0.03711924],"category_scores_gemma":[0.05834636,0.003614045,0.00441996,0.004926943,0.002986246,0.003971632,0.003516884,0.005486264,0.006906857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01311815,"about_ca_system_score_gemma":0.07057232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01759224,"about_ca_topic_score_gemma":0.02763002,"domain_scores_codex":[0.9432679,0.03796706,0.007180104,0.003064452,0.005240777,0.003279682],"domain_scores_gemma":[0.9547383,0.01620619,0.006459006,0.004879116,0.01320226,0.004515096],"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":[0.1116267,0.09514147,0.02608228,0.0930238,0.002304888,0.002144164,0.0355427,0.01178429,0.004145057,0.02455642,0.08198448,0.5116638],"study_design_scores_gemma":[0.29956,0.1242535,0.1002951,0.06474219,0.003021562,0.0007018963,0.04781988,0.01955017,0.008679863,0.02346481,0.3063215,0.001589599],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001895855,0.00005811436,0.00186402,0.0000812147,0.00002884917,0.9951147,0.0005836808,0.00001783615,0.0003556519],"genre_scores_gemma":[0.001031977,0.00004805085,0.002858942,0.00006018105,0.00000550709,0.9958145,0.00009123702,0.000001395328,0.00008809764],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1271801,"threshold_uncertainty_score":0.6726004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07066865368288966,"score_gpt":0.5642777593936538,"score_spread":0.4936091057107641,"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."}}