{"id":"W2883411958","doi":"10.6000/1927-7229.2018.07.03.1","title":"Primary Squamous Cell Carcinoma of the Breast is a Rare and Special Entity","year":2018,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Squamous metaplasia; Malignancy; Biopsy; Metastasis; Pathology; Oncology; Radiation therapy; Breast carcinoma; Cancer; Internal medicine; Epithelium","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003016698,0.00009431773,0.0004876564,0.0001009296,0.00005700575,0.000006557322,0.000129288,0.0001415592,0.0008652369],"category_scores_gemma":[0.0000622978,0.00005498759,0.0002352405,0.0001800628,0.0004892082,0.00004679184,0.0001002906,0.0003397568,0.000008774167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365501,"about_ca_system_score_gemma":0.0005802283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000165844,"about_ca_topic_score_gemma":0.00001206104,"domain_scores_codex":[0.998893,0.00008431935,0.0004559791,0.0001109523,0.0002843853,0.000171323],"domain_scores_gemma":[0.9988195,0.0001011463,0.0002880101,0.0001799325,0.0004079457,0.0002034754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003619777,0.002283063,0.8575681,0.0002420622,0.0001616506,0.0008030529,0.001109641,3.487697e-7,0.008576111,0.001366202,0.09943689,0.02483311],"study_design_scores_gemma":[0.002339751,0.002405462,0.9727739,0.00002756585,0.0004640275,0.006827717,0.0001696615,0.00007377483,0.0007373738,0.0001977684,0.0139266,0.00005637876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670926,0.0001576818,0.00002536857,0.00635802,0.0003009682,0.00007223701,0.000008909763,0.000001564643,0.02598262],"genre_scores_gemma":[0.9955667,0.00001030021,0.0002005079,0.001175648,0.002330588,2.212297e-7,3.860957e-7,0.000007474188,0.0007081659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1152058,"threshold_uncertainty_score":0.9473737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440307639437232,"score_gpt":0.2706221336834181,"score_spread":0.2562190572890458,"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."}}