{"id":"W2124824379","doi":"10.1111/j.1524-4741.2007.00396.x","title":"Intratumoral Heterogeneity of HER2/neu in Breast Cancer?A Rare Event","year":2007,"lang":"en","type":"article","venue":"The Breast Journal","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; HER2/neu; Fluorescence in situ hybridization; Immunohistochemistry; Concordance; Breast carcinoma; Chromogenic in situ hybridization; Cancer research; Ductal carcinoma; clone (Java method); Oncology; In situ hybridization; Gene duplication; Cancer; Trastuzumab; Pathology; Gene; Internal medicine; Gene expression; Biology; Chromosome; Genetics","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":[0.0007770046,0.0002256436,0.0005335507,0.0009913964,0.0004618384,0.0006577094,0.0003767242,0.0006337916,0.001008896],"category_scores_gemma":[0.002983939,0.0002683232,0.0002402236,0.000807634,0.000758541,0.0006035848,0.0007022166,0.0003998594,0.0003898502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429591,"about_ca_system_score_gemma":0.0001147085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003395953,"about_ca_topic_score_gemma":0.0004332594,"domain_scores_codex":[0.9991617,0.0002454364,0.00008848789,0.0001513861,0.000173672,0.0001792713],"domain_scores_gemma":[0.9961858,0.001382876,0.001268604,0.0006530806,0.000214283,0.0002953352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001945756,0.0002124471,0.6863934,0.0005401617,0.0002452243,0.1385994,0.001748248,0.0005388572,0.103961,0.001714642,0.001253267,0.06284752],"study_design_scores_gemma":[0.00007302248,0.0007439986,0.3658014,0.00006204747,0.0003497262,0.5737808,0.001280087,0.001559321,0.04580447,0.002271934,0.008221629,0.0000515295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928001,0.003006531,0.002030593,0.0001635643,0.00002362897,0.0000343907,0.00007378988,0.00004633922,0.001820988],"genre_scores_gemma":[0.9989269,0.0004034463,0.0003164058,0.0000399332,0.0000584336,0.000009934615,0.00006778035,0.00001018589,0.0001668977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001008896,"threshold_uncertainty_score":0.004109263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311584046340533,"score_gpt":0.3798291547736526,"score_spread":0.3486707501395993,"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."}}