{"id":"W4411197152","doi":"10.1055/a-2549-4288","title":"HER2-positives Mammakarzinom: Ansprechen auf die neoadjuvante Chemotherapie","year":2025,"lang":"de","type":"article","venue":"Geburtshilfe und Frauenheilkunde","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005701953,0.0003822332,0.0003995318,0.000530749,0.0004031799,0.0006464943,0.0002148228,0.0006351964,0.006568219],"category_scores_gemma":[0.00133846,0.0001713479,0.0001827346,0.00036551,0.0003968984,0.0004540165,0.000467428,0.0008630378,0.00420127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003638567,"about_ca_system_score_gemma":0.000455778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009076669,"about_ca_topic_score_gemma":0.001788798,"domain_scores_codex":[0.9997786,0.00005594348,0.00001832043,0.00002648472,0.00008130993,0.00003933377],"domain_scores_gemma":[0.9996885,0.0001463245,0.00003930338,0.00002366402,0.00004711532,0.00005507793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001712742,0.0002747672,0.03343866,0.001275573,0.00008959869,0.0426423,0.0006506243,0.001268831,0.06141955,0.004926535,0.0988172,0.7534836],"study_design_scores_gemma":[0.0001341548,0.001258051,0.07275391,0.001543015,0.000219787,0.1495521,0.001415655,0.002153251,0.06812442,0.009519403,0.6932389,0.00008747329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2903103,0.3924599,0.02532739,0.08476274,0.00544729,0.0003648924,0.001701151,0.0009909151,0.1986355],"genre_scores_gemma":[0.7872066,0.1363052,0.01151717,0.009233583,0.004461075,0.000113409,0.001748088,0.0001260258,0.04928889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006568219,"threshold_uncertainty_score":0.02197289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700871353835866,"score_gpt":0.3631233033884621,"score_spread":0.3361145898501035,"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."}}