{"id":"W4313331957","doi":"10.1136/bmjopen-2022-063953","title":"Implementing an exercise oncology model to reach rural and remote individuals living with and beyond cancer: a hybrid effectiveness-implementation protocol for project EXCEL (EXercise for Cancer to Enhance Living Well)","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Cancer survivorship and care","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Dalhousie University; Alberta Health Services; University of Alberta; University of Calgary","funders":"Institute of Cancer Research; Canadian Institutes of Health Research; Alberta Cancer Foundation","keywords":"Medicine; Intervention (counseling); Quality of life (healthcare); Health care; Protocol (science); Cancer; Nursing; Alternative medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002745871,0.0002721518,0.0006387756,0.0001848135,0.0006179851,0.0001614518,0.0002406873,0.0000377213,0.00006980857],"category_scores_gemma":[0.00005487446,0.0002537573,0.0000476101,0.0002570521,0.00002375126,0.0003276634,0.0008833051,0.0001344423,2.022636e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004957267,"about_ca_system_score_gemma":0.0009946403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0158559,"about_ca_topic_score_gemma":0.02706373,"domain_scores_codex":[0.9977877,0.0001627276,0.0004126785,0.0006952568,0.0003321252,0.0006094813],"domain_scores_gemma":[0.9987772,0.0002399272,0.0002533417,0.0003114625,0.0002009975,0.0002171069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.008096852,0.0002066287,0.04358461,0.003707702,0.000140171,0.00000504489,0.0305406,0.000450385,0.003779323,0.00002519073,0.002436505,0.907027],"study_design_scores_gemma":[0.05855983,0.0621425,0.1594599,0.05655959,0.005057886,0.0004162618,0.2558457,0.06721239,0.07698942,0.001415575,0.2479164,0.008424578],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4695953,0.00005411467,0.004228195,0.0005782961,0.00008714836,0.524551,0.0006619713,0.00004255488,0.0002014123],"genre_scores_gemma":[0.1913889,0.00001160056,0.008428121,0.0006419538,0.000114851,0.798982,0.00005722661,0.00007108753,0.000304249],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8986024,"threshold_uncertainty_score":0.9999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06585726172039957,"score_gpt":0.4855582515436715,"score_spread":0.4197009898232719,"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."}}