{"id":"W4413417222","doi":"10.58931/cot.2025.2235","title":"Antibody-Drug Conjugates in Breast Cancer: Current Landscape and Future Targets","year":2025,"lang":"en","type":"article","venue":"Canadian oncology today.","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Mount Sinai Hospital","funders":"University of Toronto; University of Ottawa","keywords":"Antibody-drug conjugate; Breast cancer; Antibody; Drug; Conjugate; Medicine; Cancer; Cancer drugs; Current (fluid); Immunology; Cancer research; Pharmacology; Monoclonal antibody; Internal medicine; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002907534,0.0005077832,0.0008079858,0.001378542,0.0005729625,0.001879282,0.0007445943,0.00146131,0.005531976],"category_scores_gemma":[0.001933157,0.0002295956,0.0003598872,0.002064476,0.001404768,0.002904983,0.0009150229,0.002215328,0.001736625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003563772,"about_ca_system_score_gemma":0.004658373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014556,"about_ca_topic_score_gemma":0.03609446,"domain_scores_codex":[0.9993368,0.0001782897,0.00004990651,0.00006435204,0.0002534061,0.0001172307],"domain_scores_gemma":[0.9987074,0.0004325153,0.00009902135,0.00002823713,0.0005137383,0.0002190019],"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":[0.0001806344,0.00009793032,0.0004889214,0.003638119,0.00002706816,0.0003120028,0.0001503118,0.0006359944,0.002021023,0.01417656,0.08812372,0.8901476],"study_design_scores_gemma":[0.00004012994,0.0002280198,0.0006893732,0.001360856,0.00003387086,0.0007415557,0.0001477186,0.0002405006,0.0005870888,0.004460513,0.9914487,0.00002169097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003807498,0.989813,0.0002779183,0.006648741,0.0004922732,0.000007770282,0.00002193405,0.00001826592,0.002339389],"genre_scores_gemma":[0.003599818,0.9909948,0.0006387227,0.002251189,0.0008463385,0.00001177973,0.00004708326,0.000007283636,0.001602989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01014556,"threshold_uncertainty_score":0.02585715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183949079664731,"score_gpt":0.3703987486551005,"score_spread":0.3585592578584532,"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."}}