{"id":"W6958211931","doi":"10.60692/mwq6a-e0459","title":"Development of Quality Indicators in the Management of Breast Cancer: A Systematic Review","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; CINAHL; Delphi method; Systematic review; MEDLINE; Protocol (science); Quality (philosophy); Delphi; Medical record","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0549089,0.001909471,0.01163215,0.01624585,0.001168401,0.005399815,0.002722096,0.002049771,0.002776615],"category_scores_gemma":[0.1639521,0.001304907,0.01305781,0.02021279,0.001759907,0.005025883,0.00288115,0.002235853,0.0001798514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082861,"about_ca_system_score_gemma":0.02914504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008981548,"about_ca_topic_score_gemma":0.02073232,"domain_scores_codex":[0.929305,0.03545708,0.01961278,0.002672332,0.01209428,0.0008585403],"domain_scores_gemma":[0.8477861,0.1102481,0.02709551,0.00200986,0.01182351,0.001036878],"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":[0.0001921475,0.00003448388,0.001813232,0.9473176,0.0130339,0.00003614376,0.0002935715,0.0001765951,0.00005160894,0.0003752528,0.0008097648,0.03586575],"study_design_scores_gemma":[0.000445358,0.0002562364,0.00625323,0.9143486,0.0686984,0.0001321156,0.0004414399,0.0002952254,0.0001627357,0.0005972106,0.008315042,0.0000544353],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001767431,0.9947655,0.0005595253,0.0006012063,0.000141401,0.00146752,0.0003954342,0.00001524777,0.000286738],"genre_scores_gemma":[0.05413207,0.9356889,0.004769451,0.000764713,0.000138946,0.003996401,0.0004238163,0.00001051938,0.00007531861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0549089,"threshold_uncertainty_score":0.2903895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318983062381055,"score_gpt":0.2559497018698141,"score_spread":0.2327598712460036,"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."}}