{"id":"W7133000792","doi":"","title":"Predictors of axillary node dissection in ductal carcinoma in situ","year":2005,"lang":"","type":"dissertation","venue":"TSpace","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ductal carcinoma; Axillary Lymph Node Dissection; Incidence (geometry); Breast cancer; Confounding; Odds ratio; Retrospective cohort study; Mastectomy; Logistic regression","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":[0.0007281778,0.0002065587,0.000211683,0.0004555788,0.0003979435,0.0005839696,0.000443411,0.0002883333,0.002213032],"category_scores_gemma":[0.003291493,0.0001828236,0.0002408396,0.0007949834,0.0002940457,0.0001880772,0.0002998455,0.000501697,0.000223335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008785148,"about_ca_system_score_gemma":0.001488412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09111933,"about_ca_topic_score_gemma":0.1322066,"domain_scores_codex":[0.9997249,0.00004888904,0.00002378507,0.00003999053,0.00009551164,0.00006687363],"domain_scores_gemma":[0.998218,0.0004841413,0.0005426831,0.00007111674,0.0002775724,0.0004064553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003854346,0.000005644351,0.9992181,0.000005895894,0.00000874496,0.00002782919,0.00002036627,0.00002599104,0.00003086636,0.000004628509,0.00009365145,0.0005197175],"study_design_scores_gemma":[0.000003041746,0.00002273146,0.9994475,0.000007548553,0.00001662752,0.0001047594,0.00008745638,0.00007303109,0.00001609079,0.00001326834,0.0002068418,0.000001149652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970637,0.0008044514,0.00004028816,0.0001765995,0.00001554729,0.000007492067,0.0006152653,0.000004582286,0.00127218],"genre_scores_gemma":[0.9990858,0.0002729017,0.00003099247,0.00001410397,0.00001129535,0.000003754309,0.0003398944,0.000001393413,0.0002398884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09111933,"threshold_uncertainty_score":0.1811779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007068754182330435,"score_gpt":0.2834773167828458,"score_spread":0.2764085626005153,"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."}}