{"id":"W3118967518","doi":"10.1016/j.jss.2020.12.026","title":"Clinicopathologic Characteristics and Prognosis of Invasive Papillary Carcinoma of the Breast","year":2021,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon Regional Health Authority","funders":"American College of Surgeons; American Cancer Society","keywords":"Medicine; Oncology; Invasive ductal carcinoma; Internal medicine; Stage (stratigraphy); Breast cancer; Papillary carcinoma; Ductal carcinoma; Gynecology; Cancer; Thyroid carcinoma","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":[0.001946211,0.00007493457,0.0004779879,0.000120017,0.00005898927,0.00001096121,0.0001427136,0.000107944,0.0001586061],"category_scores_gemma":[0.0009022501,0.00004119563,0.0002176416,0.0004530314,0.0004447734,0.00003965666,0.0002368402,0.0006952814,0.000001322729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000296493,"about_ca_system_score_gemma":0.0008267169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007098332,"about_ca_topic_score_gemma":0.000001037856,"domain_scores_codex":[0.9977306,0.000460791,0.0006240925,0.0001208437,0.0008570408,0.0002065963],"domain_scores_gemma":[0.9964777,0.0008577155,0.0002726855,0.0002245298,0.001974256,0.0001931517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005871049,0.0004663707,0.9623073,0.0002768232,0.00004204977,0.002554054,0.0001142355,8.90556e-8,0.01910373,0.0002209216,0.0003039248,0.01402343],"study_design_scores_gemma":[0.001082467,0.0005802465,0.9749717,0.0005025808,0.00005302876,0.01290126,0.0004539712,0.000006372074,0.008750973,0.000128753,0.0005332204,0.00003543029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924291,0.001989324,8.786482e-7,0.004767817,0.00006386248,0.0001108024,0.0000198582,0.000001064084,0.0006172913],"genre_scores_gemma":[0.9973864,0.002146892,0.0001024747,0.00003249885,0.0001639983,0.00000154019,0.000001394547,0.000008105181,0.0001567042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.013988,"threshold_uncertainty_score":0.302069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08788473141533275,"score_gpt":0.3664681816159201,"score_spread":0.2785834502005873,"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."}}