{"id":"W168622835","doi":"10.1186/bcr-2001-68442","title":"Prognosis and treatment of small breast carcinomas","year":2001,"lang":"en","type":"article","venue":"Breast Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Surgical oncology; Medicine; Breast cancer; Oncology; Internal medicine; General surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001459225,0.0001997261,0.0002398142,0.0001088551,0.0001547391,0.00002213744,0.0001435652,0.00009425383,0.00007268236],"category_scores_gemma":[0.000008186743,0.0001626112,0.0000788887,0.0002565567,0.000356356,0.000004512184,0.0001524992,0.00006422339,0.000005900677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312571,"about_ca_system_score_gemma":0.0001993253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005854405,"about_ca_topic_score_gemma":0.001957694,"domain_scores_codex":[0.9984753,0.0001047661,0.0001782836,0.0004933794,0.0002617212,0.0004865411],"domain_scores_gemma":[0.9991021,0.00002810961,0.00004871582,0.0003349709,0.0003386852,0.0001474094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00109708,0.0004701939,0.8061101,0.00003603509,0.000311622,0.00001939584,0.0002289156,0.000005177939,0.01966748,0.00005060372,0.0004591658,0.1715443],"study_design_scores_gemma":[0.001800906,0.0004344279,0.9712439,0.0000477361,0.00004708028,0.000541896,0.0002489274,0.000008548056,0.01538141,0.00002846362,0.0100293,0.000187369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900609,0.005886537,0.00000836713,0.002278779,0.00005160434,0.0003982661,0.000360442,0.00001242289,0.000942735],"genre_scores_gemma":[0.9924282,0.005910704,0.0001051324,0.00002234784,0.0003899357,0.0004633053,0.00003710018,0.00003147902,0.0006117368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1713569,"threshold_uncertainty_score":0.8850148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06138009640707166,"score_gpt":0.3486305105735012,"score_spread":0.2872504141664295,"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."}}