{"id":"W2312649718","doi":"10.1158/0008-5472.sabcs12-p3-04-11","title":"Abstract P3-04-11: Systemic treatment decision making for patients with stage I and II, hormone receptor positive, her2/neu negative breast cancer","year":2012,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Internal medicine; Breast cancer; Stage (stratigraphy); Adjuvant chemotherapy; Oncology; Demographics; Gynecology; HER2 negative; Cancer; Metastatic breast cancer","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":[0.000470492,0.00011217,0.0001619622,0.000278194,0.0003021522,0.0003730253,0.0002130005,0.0002011875,0.004719283],"category_scores_gemma":[0.001860373,0.00006566578,0.0001784191,0.0003060706,0.0001788751,0.0002183567,0.0002326893,0.0003005075,0.0003123224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005162691,"about_ca_system_score_gemma":0.0007988281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002791819,"about_ca_topic_score_gemma":0.005857592,"domain_scores_codex":[0.9998287,0.00009312141,0.00001925885,0.00001916144,0.00001947669,0.0000202328],"domain_scores_gemma":[0.9992005,0.0003751157,0.0001784028,0.00001139549,0.00005230517,0.0001822208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00186016,0.0002639702,0.9264513,0.0001175939,0.00003924158,0.0009055939,0.0002662632,0.001064734,0.0005130208,0.0001381422,0.01022779,0.05815221],"study_design_scores_gemma":[0.0003603676,0.00123034,0.9785253,0.0001701201,0.00008369769,0.002818499,0.001221857,0.009738606,0.0008187615,0.0006476343,0.004365304,0.00001945387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934118,0.0006140615,0.0003426742,0.001054193,0.00001810994,0.00006439321,0.0004382101,0.00001357744,0.004042864],"genre_scores_gemma":[0.9986525,0.0001870032,0.0004276889,0.0001099944,0.00002513931,0.00002285204,0.0002465393,0.000001759747,0.0003266527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004719283,"threshold_uncertainty_score":0.0157876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748673420695476,"score_gpt":0.3576727154677606,"score_spread":0.3301859812608059,"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."}}