{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002523798,0.0001433254,0.000331309,0.0001013256,0.00006595432,0.000005498439,0.00008998419,0.0002073823,0.0002262677],"category_scores_gemma":[0.00002929728,0.0001186786,0.0000968286,0.0000768199,0.0001435031,0.00002719569,0.0000707467,0.0002196497,0.0003737729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002257729,"about_ca_system_score_gemma":0.00003705284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006101428,"about_ca_topic_score_gemma":0.000005171615,"domain_scores_codex":[0.9988701,0.0001225269,0.0001887819,0.0003683873,0.0001049674,0.0003452599],"domain_scores_gemma":[0.9991808,0.00003347344,0.00004617745,0.0005243702,0.00006954889,0.0001456222],"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":[0.0004422511,0.0006684127,0.09617052,0.0000940603,0.00004556459,0.003659662,0.0009737153,0.00002003146,0.1758466,0.0169197,0.002616731,0.7025427],"study_design_scores_gemma":[0.001929307,0.0004142005,0.9075963,0.00002044997,0.00008708027,0.0743285,0.00003253586,0.003549546,0.0004807758,0.006638446,0.004709873,0.0002129132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541456,0.0001626164,0.02632018,0.002693726,0.0002219078,0.0001251109,0.00001099039,0.0001245892,0.01619531],"genre_scores_gemma":[0.9948273,0.000007720033,0.001456375,0.001994003,0.0002614803,0.00002086062,0.00002642942,0.00002872589,0.001377153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8114259,"threshold_uncertainty_score":0.4839574,"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."}}