{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002944376,0.0003566198,0.0005051793,0.0005875533,0.000304319,0.0005418027,0.000468483,0.0007991007,0.01260366],"category_scores_gemma":[0.0004297141,0.0001487844,0.0004742917,0.0003561366,0.0002052749,0.0003385257,0.0004073665,0.001775203,0.006448332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007102333,"about_ca_system_score_gemma":0.0006580123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003455421,"about_ca_topic_score_gemma":0.005469158,"domain_scores_codex":[0.9998187,0.00003333461,0.00001341843,0.00003470207,0.00006282846,0.00003699026],"domain_scores_gemma":[0.9998769,0.00001604613,0.00003036584,0.00001070924,0.00002188459,0.00004403745],"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":[0.004763578,0.001372023,0.002425685,0.001402102,0.0002603487,0.002200442,0.00009853471,0.0008428229,0.09026843,0.004839997,0.06541086,0.8261152],"study_design_scores_gemma":[0.006548958,0.009031001,0.0167948,0.0005860776,0.0002629127,0.0153314,0.00007040727,0.001495027,0.05518683,0.001552823,0.8930497,0.00009008318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.3164084,0.3321017,0.009787899,0.01443472,0.003540722,0.001848411,0.006730764,0.0043511,0.3107963],"genre_scores_gemma":[0.7723423,0.06364001,0.007234934,0.007851585,0.0006913541,0.0006432383,0.01002488,0.0002060868,0.1373657],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01260366,"threshold_uncertainty_score":0.04216349,"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."}}