{"id":"W1964896818","doi":"10.1159/000055406","title":"Role of Herceptin&lt;sup&gt;®&lt;/sup&gt; in Primary Breast Cancer: Views from North America and Europe","year":2001,"lang":"en","type":"review","venue":"Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Breast cancer; Oncology; Tamoxifen; Internal medicine; Population; Adjuvant; Regimen; Clinical trial; Adjuvant therapy; Asymptomatic; Trastuzumab; Antiestrogen; Cancer; Metastatic breast 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005065271,0.0006779283,0.00490439,0.0005128675,0.00005548414,0.00001760217,0.0006031963,0.0007166634,0.00414213],"category_scores_gemma":[0.0001620912,0.000563924,0.0003337874,0.001483121,0.0006222518,0.00006743824,0.0004952797,0.001608706,0.0004530072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001891806,"about_ca_system_score_gemma":0.00454394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002425243,"about_ca_topic_score_gemma":0.004227767,"domain_scores_codex":[0.9946244,0.001206751,0.001495499,0.001116812,0.0006363348,0.0009201872],"domain_scores_gemma":[0.9969947,0.0006178775,0.0006816191,0.0009827078,0.0002600899,0.0004630513],"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":[0.0001709041,0.0004775239,0.002579069,0.005978479,0.0002184111,0.000438326,0.0003247069,0.000002885477,0.00005138534,0.000002732339,0.01146488,0.9782907],"study_design_scores_gemma":[0.001220351,0.0009432547,0.007726294,0.006492409,0.0006114985,0.0004399851,0.00004262471,0.00002113528,4.045719e-7,0.000005457169,0.9820979,0.0003986408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00174858,0.955742,0.000002864052,0.0005715458,0.000173033,0.00191676,0.0008694468,0.00004785103,0.03892791],"genre_scores_gemma":[0.00004545747,0.9941385,0.0006134679,0.000674038,0.001000307,0.0005297158,0.0006667943,0.0001773577,0.002154392],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.977892,"threshold_uncertainty_score":0.9996812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06729062533461543,"score_gpt":0.4055516736020807,"score_spread":0.3382610482674652,"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."}}