{"id":"W1977677856","doi":"10.1007/s10549-014-3018-3","title":"Effect of multifocality and multicentricity on outcome in early stage breast cancer: a systematic review and meta-analysis","year":2014,"lang":"en","type":"review","venue":"Breast Cancer Research and Treatment","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Meta-analysis; Breast cancer; Oncology; Stage (stratigraphy); Odds ratio; Disease; Confidence interval; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001258534,0.0008169697,0.006884807,0.0003605808,0.0001396824,0.00005188855,0.0001929884,0.0002025895,0.00003326698],"category_scores_gemma":[0.00007274908,0.0004627476,0.0007751992,0.0005833869,0.0003415872,0.000008804433,0.0002647053,0.0002456233,0.000002348849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004019292,"about_ca_system_score_gemma":0.000151428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0181157,"about_ca_topic_score_gemma":0.003297503,"domain_scores_codex":[0.9950433,0.001808467,0.0009179866,0.001179992,0.0004633816,0.0005868952],"domain_scores_gemma":[0.9977784,0.0005085971,0.0004663655,0.0007736678,0.0001914585,0.0002815677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000674134,0.0006736913,0.01653147,0.7561433,0.1708328,0.00003392929,0.0000527785,0.000002680819,0.0000011314,0.00001325102,0.00001540598,0.05502537],"study_design_scores_gemma":[0.004291042,0.003203724,0.02004987,0.0353728,0.9324547,0.0001395317,0.0000205777,0.000009540468,0.00003623853,0.000002513903,0.003310586,0.001108875],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003334722,0.9859254,0.000001334859,0.0002481024,0.00001481751,0.004209643,0.006247481,0.000007684273,0.00001075322],"genre_scores_gemma":[0.04902521,0.9452085,0.00000728815,0.00003355169,0.00003721611,0.005337952,0.0001033357,0.0000442087,0.0002027775],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7616219,"threshold_uncertainty_score":0.9997824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09569241060622743,"score_gpt":0.448172719162012,"score_spread":0.3524803085557845,"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."}}