{"id":"W4410439249","doi":"10.51731/cjht.2025.1125","title":"Pembrolizumab (Keytruda)","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pembrolizumab; Medicine; Cancer; Internal medicine","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":[0.0004626905,0.0001947769,0.0002686511,0.0006535063,0.0002003681,0.000621906,0.000254558,0.0003055444,0.00536322],"category_scores_gemma":[0.0008373134,0.00007063314,0.0003094029,0.0005751679,0.0001490119,0.0004191921,0.0002240234,0.0005367126,0.001091809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303439,"about_ca_system_score_gemma":0.001308514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358256,"about_ca_topic_score_gemma":0.04559252,"domain_scores_codex":[0.9997513,0.00004680272,0.00002534018,0.00003505984,0.0001110353,0.00003039789],"domain_scores_gemma":[0.9997796,0.00004951732,0.00006299483,0.0000070486,0.00007505518,0.00002569608],"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":[0.0004396713,0.00004521803,0.0004814063,0.004578344,0.0001247903,0.0001204934,0.00002850979,0.0001303624,0.003331799,0.001621996,0.03342782,0.9556696],"study_design_scores_gemma":[0.0003666349,0.0005667874,0.005176906,0.003827757,0.0003383979,0.00134635,0.00004328574,0.00009569188,0.003724418,0.0004803004,0.9840199,0.00001366045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.007456525,0.9524568,0.0007128575,0.002426626,0.000425635,0.0001455404,0.000917779,0.00008734633,0.03537089],"genre_scores_gemma":[0.1312791,0.8370223,0.0030137,0.003442564,0.0002973015,0.0001623806,0.001329405,0.00001777938,0.02343554],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01358256,"threshold_uncertainty_score":0.02700698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842399516344367,"score_gpt":0.3173981953308042,"score_spread":0.2989742001673605,"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."}}