{"id":"W2146284460","doi":"10.1158/0008-5472.can-11-3594","title":"HER3 Is Required for HER2-Induced Preneoplastic Changes to the Breast Epithelium and Tumor Formation","year":2012,"lang":"en","type":"article","venue":"Cancer Research","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Epithelium; Cancer research; Breast cancer; Medicine; Internal medicine; Oncology; Pathology; Cancer","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":[0.002585719,0.0001654791,0.0002594109,0.0002764716,0.0003638822,0.00009225716,0.000279921,0.00008857776,0.0003982941],"category_scores_gemma":[0.000485256,0.0001134603,0.00004992715,0.0006528566,0.000150688,0.0001933686,0.0002232709,0.0004590316,0.000167594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005678446,"about_ca_system_score_gemma":0.0004378574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007959763,"about_ca_topic_score_gemma":0.0007222851,"domain_scores_codex":[0.996945,0.000203726,0.0002169241,0.0003462304,0.001075065,0.001213013],"domain_scores_gemma":[0.9977029,0.0004497362,0.00004222366,0.0005430387,0.000665696,0.0005964377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004844023,0.0003467087,0.0110689,0.003855877,0.0002305652,0.00001789434,0.02082187,0.000006651381,0.3081239,0.0005884674,0.3404689,0.3096262],"study_design_scores_gemma":[0.003509555,0.00273655,0.02952114,0.001498279,0.00009306205,0.0004540472,0.003361667,0.0008977903,0.2732362,0.0002290053,0.6839375,0.0005251704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8966153,0.002755629,0.0002388923,0.09477616,0.0004287362,0.004119286,0.0002472588,0.00005717458,0.0007615411],"genre_scores_gemma":[0.9900919,0.0003568323,0.0001533236,0.001569102,0.001922864,0.003394307,0.00001304804,0.0000643675,0.002434324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3434685,"threshold_uncertainty_score":0.4626778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1969636800274691,"score_gpt":0.4674280866352128,"score_spread":0.2704644066077438,"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."}}