{"id":"W2052567922","doi":"10.1054/cdip.2002.0116","title":"Genogenic immunohistochemistry: a new era in diagnostic immunohistochemistry","year":2002,"lang":"en","type":"article","venue":"Current Diagnostic Pathology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Immunohistochemistry; Pathology; Breast cancer; Trastuzumab; Biology; Cancer; Medicine; Cancer research; 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":[0.009613968,0.0008136429,0.00125,0.003290328,0.001116852,0.003181295,0.002064283,0.002116838,0.007649072],"category_scores_gemma":[0.006518314,0.0004963339,0.0005988494,0.001853898,0.006174505,0.007481137,0.00227582,0.004462296,0.00197217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808594,"about_ca_system_score_gemma":0.001818856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008672423,"about_ca_topic_score_gemma":0.001514523,"domain_scores_codex":[0.9977486,0.0008881917,0.0002204845,0.000323871,0.0006066723,0.0002121101],"domain_scores_gemma":[0.9897635,0.005034735,0.0003533668,0.00150905,0.002373324,0.0009660175],"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":[0.0005206405,0.0002946176,0.01147908,0.001994925,0.0001107017,0.002573268,0.0008123789,0.0003371651,0.04727389,0.1249502,0.05525475,0.7543983],"study_design_scores_gemma":[0.0001373809,0.0005188062,0.008784859,0.001440255,0.0002527337,0.02185375,0.001118154,0.003533589,0.02414185,0.08811361,0.8499562,0.0001488709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02899041,0.5764925,0.2398645,0.08965637,0.01292064,0.0001691215,0.0002535476,0.00216088,0.04949202],"genre_scores_gemma":[0.2882461,0.4230783,0.2016989,0.03732022,0.0294979,0.0002913325,0.0005109441,0.0009070918,0.01844922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009613968,"threshold_uncertainty_score":0.05084419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488299066952123,"score_gpt":0.2953602193689943,"score_spread":0.2704772286994731,"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."}}