{"id":"W4383620164","doi":"10.1186/s13643-023-02283-5","title":"Can routinely collected administrative data effectively be used to evaluate and validate endpoints used in breast cancer clinical trials? Protocol for a scoping review of the literature","year":2023,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; St. Michael's Hospital; Ottawa Hospital","funders":"Canadian Cancer Society","keywords":"Medicine; Protocol (science); Breast cancer; Clinical trial; Cancer; Medical physics; Alternative medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02096452,0.0008232667,0.01000965,0.0000977702,0.00009366208,0.00006673926,0.0009056636,0.000326655,0.000007470897],"category_scores_gemma":[0.01867855,0.0004058623,0.00110628,0.0009734244,0.0000887286,0.000009126935,0.0006440466,0.0002482591,0.000003411455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309994,"about_ca_system_score_gemma":0.001559145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000356873,"about_ca_topic_score_gemma":0.0007695176,"domain_scores_codex":[0.9770996,0.01529481,0.005648539,0.001230076,0.0003784955,0.0003484637],"domain_scores_gemma":[0.990605,0.002193388,0.0048125,0.001933598,0.0003322246,0.0001233031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007204321,0.00005883687,0.00003711732,0.9878988,0.0009220568,0.000001724774,0.000103451,3.856195e-8,0.00000294388,0.000002067614,0.002326046,0.008574849],"study_design_scores_gemma":[0.00149714,0.0001272506,0.00004660749,0.9584287,0.002794213,0.00003692181,0.00001215901,0.000001433161,0.000006962814,0.000002968518,0.03670667,0.0003389957],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001793135,0.5873821,0.000006567666,0.0002553807,0.0001157147,0.409487,0.002740479,0.000006249325,0.000004715053],"genre_scores_gemma":[9.786125e-7,0.5527077,0.00006910124,0.00009841676,0.0001224653,0.4466206,0.0002747009,0.00004725276,0.00005875755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0371336,"threshold_uncertainty_score":0.9998393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5397855585862186,"score_gpt":0.5946889118448775,"score_spread":0.05490335325865892,"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."}}