{"id":"W2157531288","doi":"10.4155/bio.13.104","title":"Antibody–Drug Conjugate Drug Development: Where are The Challenges?","year":2013,"lang":"en","type":"article","venue":"Bioanalysis","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Drug development; Antibody-drug conjugate; Drug; Library science; Medicine; Pharmacology; Monoclonal antibody; Antibody; Computer science; Immunology","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":[0.02928457,0.001074304,0.003131858,0.001184165,0.001578268,0.00732696,0.002953923,0.005848422,0.01158919],"category_scores_gemma":[0.01501461,0.0008968231,0.001250305,0.00119597,0.005700889,0.01438146,0.003095854,0.007585339,0.005001864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002725285,"about_ca_system_score_gemma":0.007031757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004487779,"about_ca_topic_score_gemma":0.009459226,"domain_scores_codex":[0.992956,0.002880455,0.0004291793,0.0006946214,0.002324316,0.0007153286],"domain_scores_gemma":[0.9726599,0.01416984,0.002100534,0.0006962213,0.00844758,0.001925957],"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":[0.0007860991,0.0007919669,0.004585059,0.006770148,0.0003993662,0.0005334893,0.0007503374,0.00281084,0.01472757,0.05665525,0.1084314,0.8027585],"study_design_scores_gemma":[0.0002809855,0.002781368,0.005606386,0.004825139,0.0004260006,0.004040185,0.007599864,0.008777427,0.01702692,0.1341429,0.8140739,0.0004189106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01044123,0.7168427,0.04013608,0.2202815,0.003794481,0.0001543981,0.0002143121,0.0002524244,0.007882956],"genre_scores_gemma":[0.1317846,0.7510324,0.05474524,0.04270997,0.007564824,0.0003538072,0.0003441146,0.0001450809,0.01131993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02928457,"threshold_uncertainty_score":0.1548735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865387944286323,"score_gpt":0.2979153985429724,"score_spread":0.2692615191001092,"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."}}