{"id":"W2953425839","doi":"10.1186/s12885-019-5882-z","title":"Adherence to quality breast cancer survivorship care in four Canadian provinces: a CanIMPACT retrospective cohort study","year":2019,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; Nova Scotia Health Authority; University of Toronto; CARE Canada; Dalhousie University; University of Manitoba; CancerCare Manitoba; Canadian Centre for Applied Research in Cancer Control; Queen's University; Public Health Ontario; University of British Columbia","funders":"Canadian Institutes of Health Research; Dalhousie University; Department of Health, Western Cape Government; Ontario Ministry of Health and Long-Term Care; Nova Scotia Department of Health and Wellness; Institute for Clinical Evaluative Sciences; University of Manitoba; Cancer Care Ontario","keywords":"Medicine; Surgical oncology; Breast cancer; Survivorship curve; Retrospective cohort study; Family medicine; Cancer survivorship; Cancer; Cohort; Oncology; Gerontology; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006338479,0.0003966133,0.0008886107,0.0003273231,0.00008676815,0.00006398122,0.0002949154,0.0001684332,0.002634401],"category_scores_gemma":[0.0001024274,0.0003659184,0.0001504323,0.001082165,0.00004410007,0.0001541747,0.00006696711,0.0004665608,0.00008398287],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00920697,"about_ca_system_score_gemma":0.006471185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953802,"about_ca_topic_score_gemma":0.9998705,"domain_scores_codex":[0.9965851,0.0002379614,0.0004806621,0.000999365,0.0008189911,0.0008778885],"domain_scores_gemma":[0.9976056,0.00006982144,0.0001376648,0.0008115584,0.0005680387,0.0008073453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007961023,0.00006913229,0.9860883,0.0002912541,0.00008866082,0.00003255875,0.009836997,0.00004320966,0.00006756887,0.0000238194,0.0003694919,0.002292844],"study_design_scores_gemma":[0.001612975,0.0006889846,0.9839931,0.0004829963,0.00008803138,0.000008709422,0.01158603,0.00001098747,0.00003327057,0.000006737139,0.001015336,0.0004728906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846933,0.0008950691,0.00000208448,0.0003856931,0.001671335,0.004435118,0.001240937,0.00007233006,0.006604055],"genre_scores_gemma":[0.9941942,0.0000546153,0.00001053271,0.000850822,0.0004066682,0.001466153,0.00002138018,0.00006860371,0.002927007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009500841,"threshold_uncertainty_score":0.9998793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03545508232062564,"score_gpt":0.3426033715218906,"score_spread":0.307148289201265,"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."}}