{"id":"W4407006763","doi":"10.51731/cjht.2025.1068","title":"Amivantamab (Rybrevant)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Drug-Induced Hepatotoxicity and Protection","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001552989,0.0001505439,0.0003645407,0.0009722646,0.0006309503,0.00002756367,0.0004820281,0.0004765782,0.0001017025],"category_scores_gemma":[0.0005851522,0.0001405628,0.00009841793,0.0005749156,0.0002898807,0.000128816,0.00002833177,0.001668518,0.00003611306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005552789,"about_ca_system_score_gemma":0.00290744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526796,"about_ca_topic_score_gemma":0.002846705,"domain_scores_codex":[0.9982934,0.0002849343,0.0006326403,0.000145386,0.00008333458,0.000560316],"domain_scores_gemma":[0.9990206,0.0001534818,0.0003661024,0.0001833042,0.0001632212,0.0001133382],"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":[0.00003601977,0.00003362633,0.005829406,0.000135098,0.00009337902,0.00009127334,0.0002415983,0.00005945801,0.0006951945,0.00720881,0.01803538,0.9675407],"study_design_scores_gemma":[0.0006434474,0.0001693026,0.002644612,0.0001434927,0.0000265287,0.0001395334,0.001165318,0.00005953994,0.01383777,0.01612964,0.9649106,0.0001302163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5704671,0.1272278,0.003891175,0.2608486,0.01442157,0.001517402,0.0001081447,0.0006914246,0.02082676],"genre_scores_gemma":[0.9952246,0.0009927956,0.0002123717,0.003140328,0.0000225441,0.00001000413,0.00000148675,0.000009069408,0.0003868031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9674106,"threshold_uncertainty_score":0.7248973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1301124731005861,"score_gpt":0.4548316854798537,"score_spread":0.3247192123792676,"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."}}