{"id":"W4414036123","doi":"10.51731/cjht.2025.1216","title":"Pembrolizumab (Keytruda)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","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":[0.0005154199,0.0002004862,0.0002793249,0.0007309174,0.0002251081,0.0006110441,0.0002221972,0.0003028074,0.004402645],"category_scores_gemma":[0.0008715201,0.00007778806,0.0003268017,0.000635006,0.0001498193,0.0003733289,0.0002055536,0.0005087713,0.0007895334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391635,"about_ca_system_score_gemma":0.001341246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01533913,"about_ca_topic_score_gemma":0.05296247,"domain_scores_codex":[0.9997428,0.00005132315,0.00002552979,0.00003344662,0.0001161689,0.00003070853],"domain_scores_gemma":[0.9997835,0.00005391924,0.00006277006,0.000006188322,0.00007098048,0.00002262454],"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":[0.0004976609,0.00005242285,0.0006294042,0.005106233,0.0001601884,0.0001481554,0.0000315556,0.0001464008,0.00381446,0.001648788,0.02908423,0.9586805],"study_design_scores_gemma":[0.0003844105,0.0007018333,0.006837876,0.00467427,0.0004447978,0.001707551,0.00005413238,0.0001193768,0.004491603,0.0005256518,0.9800417,0.00001693469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006525883,0.9642534,0.000556589,0.001900158,0.0002930944,0.0001091534,0.0006384619,0.0000542954,0.02566896],"genre_scores_gemma":[0.1144179,0.860728,0.002794545,0.002692697,0.0002589845,0.0001475877,0.0009472735,0.00001257135,0.01800046],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01533913,"threshold_uncertainty_score":0.0304997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653310924636881,"score_gpt":0.3248716199295898,"score_spread":0.298338510683221,"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."}}