{"id":"W4316805821","doi":"10.51731/cjht.2023.541","title":"Pembrolizumab (Keytruda)","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vial; Pembrolizumab; Medicine; Reimbursement; Nephrectomy; Renal cell carcinoma; Adjuvant; Resection; Surgery; Internal medicine; Kidney; Cancer; Immunotherapy","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":[0.0004897268,0.0002215716,0.0002601157,0.000764696,0.0002155427,0.0007273139,0.0002388048,0.0003546745,0.004172098],"category_scores_gemma":[0.0007428458,0.00008430241,0.0003203771,0.0005517367,0.0001704235,0.000461068,0.0002439579,0.0004718913,0.0008573147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001461558,"about_ca_system_score_gemma":0.001218689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009364375,"about_ca_topic_score_gemma":0.03672658,"domain_scores_codex":[0.9997179,0.00005993271,0.00002884266,0.00003674131,0.0001200517,0.00003656025],"domain_scores_gemma":[0.9997845,0.00004212677,0.00007209566,0.000009174567,0.00006625215,0.00002583787],"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":[0.0005982483,0.00006177354,0.0007444898,0.004116435,0.0001545241,0.0001636018,0.00003746344,0.0001812586,0.00888154,0.001897073,0.01721044,0.9659532],"study_design_scores_gemma":[0.0004501681,0.001309463,0.007768838,0.003707248,0.0005214085,0.00231544,0.00008698026,0.0001918846,0.01389915,0.0005831738,0.969144,0.00002226568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0148123,0.9461488,0.0009554951,0.001886338,0.0003499623,0.0001840286,0.0007300296,0.0001032614,0.03482976],"genre_scores_gemma":[0.2520489,0.7086948,0.00458724,0.003158801,0.0002478435,0.0002152442,0.001177889,0.00002584555,0.02984346],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009364375,"threshold_uncertainty_score":0.01861972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07187227101914873,"score_gpt":0.3792881129774491,"score_spread":0.3074158419583004,"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."}}