{"id":"W1765843734","doi":"10.5858/2007-131-1568-qotmfo","title":"Quantification of the morphologic features of fibroepithelial tumors of the breast.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Phyllodes tumor; Fibroadenoma; Pathology; Stromal cell; Medicine; Context (archaeology); H&E stain; Staining; Biology; Breast cancer; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009170561,0.0003502985,0.0001713807,0.002601742,0.0001408827,0.0003999752,0.0001994846,0.0002821134,0.0007212167],"category_scores_gemma":[0.002336476,0.0001433898,0.0001318698,0.0006964928,0.0003015326,0.0003462237,0.0002791912,0.0002080274,0.0002262056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002492542,"about_ca_system_score_gemma":0.0001502109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000329466,"about_ca_topic_score_gemma":0.0007392263,"domain_scores_codex":[0.9995323,0.0001146485,0.00005326254,0.00008960483,0.0001839564,0.00002615637],"domain_scores_gemma":[0.9988102,0.000301976,0.0005047216,0.00008749944,0.0002220454,0.00007361294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004874483,0.0001922144,0.3593202,0.0004519029,0.0001228592,0.0001979422,0.0001748301,0.0009121406,0.5684403,0.0002014367,0.0003899414,0.06910877],"study_design_scores_gemma":[0.00001284688,0.0004164412,0.8993033,0.00002689896,0.00006603367,0.003122656,0.0001395079,0.004624072,0.09078693,0.0001486855,0.001335991,0.00001661403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781356,0.001601516,0.01813401,0.00004534774,0.000010341,0.00008926653,0.0004840344,0.0002262732,0.001273519],"genre_scores_gemma":[0.9735395,0.0003386544,0.0250361,0.00002945192,0.00001407451,0.00008083973,0.0006008691,0.00001941812,0.0003410953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002601742,"threshold_uncertainty_score":0.00484997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188811583449821,"score_gpt":0.2256669283372403,"score_spread":0.2067857699922581,"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."}}