{"id":"W2155516738","doi":"10.1200/jco.2009.24.6520","title":"Local Control, Survival, and the Fisher Hypothesis","year":2009,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Lumpectomy; Medicine; Axilla; Radiation therapy; Breast cancer; Mastectomy; Cancer; Surgery; Incidence (geometry); Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02081046,0.001705516,0.003906114,0.001763334,0.001577226,0.00409242,0.005551307,0.01487129,0.009463982],"category_scores_gemma":[0.1413424,0.001033658,0.001778596,0.001752357,0.004310967,0.004234001,0.001395672,0.02586915,0.002322547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002788329,"about_ca_system_score_gemma":0.00365363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003891461,"about_ca_topic_score_gemma":0.0035776,"domain_scores_codex":[0.9925514,0.004160063,0.0007124818,0.0009327657,0.001282094,0.0003610442],"domain_scores_gemma":[0.8865898,0.09683468,0.004503223,0.001135066,0.009128885,0.0018084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003788595,0.00003246391,0.0006941268,0.001072982,0.0002877203,0.0002925683,0.00007794292,0.0001727446,0.00002913347,0.002703274,0.9782987,0.01595951],"study_design_scores_gemma":[0.002101235,0.0004775529,0.009641311,0.008870857,0.002486902,0.001986188,0.0005613932,0.004809027,0.0004893944,0.04820805,0.9199774,0.000390776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008460333,0.04388995,0.0004445117,0.7217461,0.2313675,0.00002756688,0.000358753,0.00004887402,0.00127074],"genre_scores_gemma":[0.01749096,0.02286451,0.0004139228,0.3420619,0.6137073,0.000105941,0.0001533929,0.00006584349,0.003136328],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02081046,"threshold_uncertainty_score":0.1100575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06334804459067692,"score_gpt":0.3729395679819596,"score_spread":0.3095915233912827,"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."}}