{"id":"W1771499318","doi":"10.5858/133.10.1515","title":"Protocol for the Examination of Specimens From Patients With Invasive Carcinoma of the Breast","year":2009,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":303,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"National Cancer Institute","keywords":"Breast carcinoma; Medicine; Carcinoma; Protocol (science); Breast cancer; Pathology; General surgery; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01870352,0.0009958849,0.001450351,0.003485636,0.002819049,0.001927326,0.002305842,0.002663338,0.08887204],"category_scores_gemma":[0.03301777,0.001126454,0.001486414,0.002033415,0.001379851,0.001718026,0.002161012,0.005743013,0.03690695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003271615,"about_ca_system_score_gemma":0.01445003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002854898,"about_ca_topic_score_gemma":0.005694041,"domain_scores_codex":[0.9873779,0.005912168,0.002769847,0.001116453,0.002050639,0.0007730068],"domain_scores_gemma":[0.9745059,0.006115237,0.00149981,0.004553659,0.01185137,0.00147409],"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":[0.005513657,0.00298862,0.005083226,0.005038399,0.0001169349,0.002931379,0.002576575,0.001151617,0.01234175,0.01822231,0.7546616,0.189374],"study_design_scores_gemma":[0.001301361,0.001399773,0.01453162,0.002761718,0.00005929116,0.00162025,0.0008192073,0.0006402383,0.003361752,0.00428019,0.9690965,0.0001280513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01081692,0.003110544,0.05893882,0.01474134,0.004737722,0.7735775,0.02862248,0.001394396,0.1040604],"genre_scores_gemma":[0.01824102,0.003299239,0.09813996,0.01179651,0.001334692,0.8024755,0.02912167,0.0003456296,0.03524576],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08887204,"threshold_uncertainty_score":0.2973066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00897326033559325,"score_gpt":0.2489707423761868,"score_spread":0.2399974820405936,"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."}}