{"id":"W2324247020","doi":"10.1097/01.cot.0000293190.23316.5f","title":"Operable Breast Cancer","year":2004,"lang":"en","type":"article","venue":"Oncology Times","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tamoxifen; Medicine; Breast cancer; Chemotherapy; Oncology; Internal medicine; Cancer; Concomitant; Gynecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004357919,0.00008706228,0.0002217406,0.00004414544,0.00005525609,0.000003310651,0.00004214868,0.00009680582,0.01111617],"category_scores_gemma":[0.000002710137,0.0000685018,0.00005077438,0.00008673235,0.00007919994,0.00003799825,0.00001908545,0.0001154212,0.000433861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004272135,"about_ca_system_score_gemma":0.0005738116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006079641,"about_ca_topic_score_gemma":0.0001397297,"domain_scores_codex":[0.9994813,0.00001556374,0.00009569657,0.0001544259,0.00005520244,0.0001978062],"domain_scores_gemma":[0.9997198,0.00002122627,0.00002680898,0.00009331614,0.00004180066,0.00009702885],"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":[0.003165588,0.004760722,0.09804001,0.0001032256,0.001421899,0.001629519,0.001706764,0.000470837,0.0576217,0.00449525,0.6867248,0.1398597],"study_design_scores_gemma":[0.01319873,0.001527855,0.06250197,0.00005060849,0.0005330135,0.001393293,0.00008483802,0.00001687389,0.009032878,0.0006746082,0.9107938,0.0001915195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.47927,0.003100754,0.00001335439,0.08333612,0.001001909,0.0004615891,0.00004415752,0.0001536601,0.4326184],"genre_scores_gemma":[0.8908539,0.0007627641,0.0007261324,0.00667937,0.0006298581,0.0001374945,0.00002211609,0.00001939011,0.100169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4115838,"threshold_uncertainty_score":0.9897878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191867494326282,"score_gpt":0.3679212061565157,"score_spread":0.3487344567238875,"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."}}