{"id":"W4386723256","doi":"10.21203/rs.3.rs-2484613/v1","title":"Variations in time to breast cancer treatment initiation and survival across ethnoracial groups: a DAG-based protocol for a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Research Square","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Breast cancer; Checklist; Medicine; Psychological intervention; Systematic review; Meta-analysis; Protocol (science); MEDLINE; Cancer; Family medicine; Alternative medicine; Psychology; Internal medicine; Pathology; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0634589,0.006570587,0.02670112,0.01235695,0.003800008,0.00778834,0.003897588,0.008833542,0.05074352],"category_scores_gemma":[0.1101929,0.006110638,0.04421948,0.009834577,0.003689992,0.005143018,0.006881249,0.007595065,0.00525166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009750909,"about_ca_system_score_gemma":0.02130024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031296,"about_ca_topic_score_gemma":0.02166122,"domain_scores_codex":[0.9456668,0.02027993,0.02443295,0.004115511,0.003813656,0.001691206],"domain_scores_gemma":[0.9554338,0.02230584,0.009046274,0.004955149,0.007079359,0.001179551],"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":[0.01963753,0.0003403084,0.002229495,0.8497722,0.07919986,0.000461114,0.002005529,0.001344235,0.002162832,0.003379227,0.0119372,0.02753039],"study_design_scores_gemma":[0.1531564,0.003225326,0.01698398,0.3041364,0.3964888,0.0003915775,0.0016222,0.003022947,0.003118166,0.0131152,0.103792,0.0009470665],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002891684,0.01758419,0.009252843,0.0008892895,0.0008567887,0.9546132,0.01160139,0.0006834212,0.001627288],"genre_scores_gemma":[0.007982742,0.004417329,0.01533644,0.0008299959,0.00008112838,0.9689243,0.00134257,0.00008683127,0.0009985359],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0634589,"threshold_uncertainty_score":0.3356068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5453853186993273,"score_gpt":0.6144759887367983,"score_spread":0.06909067003747105,"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."}}