{"id":"W4286697020","doi":"10.1111/his.14725","title":"Dataset for pathology reporting of ductal carcinoma <i>in situ</i>, variants of lobular carcinoma <i>in situ</i> and low‐grade lesions: recommendations from the International Collaboration on Cancer Reporting (<scp>ICCR</scp>)","year":2022,"lang":"en","type":"review","venue":"Histopathology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"Singapore General Hospital","keywords":"Ductal carcinoma; In situ; Carcinoma in situ; Medicine; Carcinoma; Pathology; Lobular carcinoma; Cancer; Internal medicine; Breast cancer; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002793152,0.0004376644,0.002356791,0.0005435137,0.0001701627,0.00001381627,0.0003574962,0.0004034973,0.00006333081],"category_scores_gemma":[0.005245241,0.0003693806,0.0002908689,0.00059789,0.0002200481,0.00008970174,0.0003091996,0.0008050539,0.000001273639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005389837,"about_ca_system_score_gemma":0.001241089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007252326,"about_ca_topic_score_gemma":0.001033954,"domain_scores_codex":[0.9929452,0.0006249431,0.004671829,0.001015877,0.0003383783,0.0004037639],"domain_scores_gemma":[0.9892015,0.001402416,0.008187621,0.0009328388,0.000185136,0.00009047534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009909181,0.005952654,0.2971911,0.02423291,0.0005249211,0.04360317,0.01420973,0.0001415663,0.06897648,0.002925959,0.09775966,0.4434909],"study_design_scores_gemma":[0.003060143,0.0006492862,0.2692935,0.004982643,0.001615947,0.00721869,0.002926068,0.0001094131,0.0002634219,0.0002081618,0.7092499,0.0004229448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.360393,0.6254637,0.00003459782,0.001039748,0.00145277,0.002003586,0.009287242,0.00001638272,0.0003089659],"genre_scores_gemma":[0.2869162,0.6700087,0.00160339,0.0008120474,0.0005641257,0.001683882,0.03809517,0.000160226,0.000156283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6114902,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08384889333765018,"score_gpt":0.3554959745911963,"score_spread":0.2716470812535461,"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."}}