{"id":"W2021326753","doi":"10.1017/s0266462300103204","title":"BREAST CANCER: BETTER CARE FOR LESS COST","year":2000,"lang":"en","type":"article","venue":"International Journal of Technology Assessment in Health Care","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Ottawa Regional Cancer Foundation; University of Ottawa; Statistics Canada; Cancer Care Ontario","funders":"","keywords":"Medicine; Breast cancer; Health care; Emergency medicine; Ambulatory care; Acute care; Population; Mastectomy; Total cost; Medical emergency; Cancer; Environmental health; Business; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001104116,0.0005162755,0.0004404507,0.0009641967,0.0005050913,0.002249285,0.0007880995,0.001208544,0.01379844],"category_scores_gemma":[0.006072866,0.0001410761,0.0008138876,0.001810307,0.0005997467,0.001583882,0.0008383648,0.000818562,0.0009676956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01208407,"about_ca_system_score_gemma":0.01482032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3125273,"about_ca_topic_score_gemma":0.3655851,"domain_scores_codex":[0.9989061,0.0003639688,0.00002681758,0.00009181664,0.0003896579,0.0002216802],"domain_scores_gemma":[0.9987827,0.0003111633,0.000253835,0.00008806612,0.0003390387,0.0002251875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004966477,0.0004376101,0.1208423,0.003550751,0.001593188,0.0005113162,0.0006508884,0.1360511,0.001362778,0.122197,0.2018808,0.4104255],"study_design_scores_gemma":[0.0008482547,0.0008926984,0.2162463,0.005149782,0.001568187,0.002161698,0.002844346,0.1193576,0.001562965,0.1465163,0.5026144,0.0002375587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.3076497,0.0536619,0.04468796,0.3412743,0.001748786,0.0009990279,0.02755518,0.0008578464,0.2215653],"genre_scores_gemma":[0.9216272,0.01859603,0.03013586,0.01242003,0.0006344125,0.0001909526,0.004243155,0.0001236243,0.01202883],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3125273,"threshold_uncertainty_score":0.6214164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009328310713835554,"score_gpt":0.3619357445871508,"score_spread":0.3526074338733153,"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."}}