{"id":"W4236046808","doi":"10.1038/modpathol.2014.7","title":"Breast Pathology","year":2014,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Pathology; 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":[0.0007461609,0.000550877,0.0002773788,0.003632702,0.0008192448,0.001353765,0.0007529954,0.001019445,0.169252],"category_scores_gemma":[0.001604359,0.0004205105,0.0004444736,0.001351287,0.0006694484,0.0008064374,0.001179322,0.001199989,0.0936342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005399081,"about_ca_system_score_gemma":0.0007663337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004493889,"about_ca_topic_score_gemma":0.001202362,"domain_scores_codex":[0.9996244,0.00005016795,0.00002843015,0.00007307843,0.0001698131,0.00005408657],"domain_scores_gemma":[0.9991035,0.00009947128,0.00004509792,0.0002762348,0.0003264544,0.0001491197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001820441,0.0001078885,0.00825539,0.0004431801,0.00004623171,0.007193204,0.0001871367,0.0001553033,0.02437534,0.01059758,0.304314,0.6441427],"study_design_scores_gemma":[0.00001381006,0.00003627466,0.006348427,0.0001742599,0.00002215402,0.03812167,0.00008598236,0.0001578412,0.004429591,0.002905878,0.9476932,0.00001091384],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02126857,0.01819653,0.02281795,0.00755053,0.003425888,0.0004383149,0.001891487,0.003348946,0.9210619],"genre_scores_gemma":[0.09477949,0.01609141,0.02936253,0.004731456,0.003516495,0.0002263532,0.003596117,0.0007101287,0.8469859],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.169252,"threshold_uncertainty_score":0.5662042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229360830326971,"score_gpt":0.238087393317115,"score_spread":0.2257937850138453,"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."}}