{"id":"W4229014886","doi":"10.51731/cjht.2022.326","title":"Cemiplimab (Libtayo)","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Hedgehog Signaling Pathway Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reimbursement; Medicine; Family medicine; Political science; Law","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":[0.0006369541,0.00009688314,0.0001992801,0.0002624486,0.000547363,0.00001237702,0.0004558272,0.00006287073,0.00002212489],"category_scores_gemma":[0.0003311167,0.00009520518,0.00007391883,0.0001920825,0.0001404945,0.00000243232,0.0001067727,0.0003130453,0.000002229782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636815,"about_ca_system_score_gemma":0.002074109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004639571,"about_ca_topic_score_gemma":0.0006670974,"domain_scores_codex":[0.9989518,0.00007641871,0.0003444811,0.0001338253,0.0001216518,0.0003718291],"domain_scores_gemma":[0.9993534,0.00001042313,0.000263325,0.0002269698,0.00008958421,0.00005628913],"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":[0.0001082723,0.0001096183,0.02200259,0.0001583219,0.0004055724,0.0005848691,0.001526854,0.001635626,0.04255034,0.00207483,0.1842488,0.7445943],"study_design_scores_gemma":[0.0003064593,0.0009603428,0.0009754678,0.00001547877,0.000005410151,0.000357345,0.005941741,0.000002737665,0.009535767,0.0007354153,0.9810221,0.0001416991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7472947,0.2229428,0.0009478429,0.02653705,0.001183739,0.0002570896,0.0001005354,0.00006934359,0.0006669065],"genre_scores_gemma":[0.9986295,0.0002382932,0.0003399458,0.00062936,0.00001930364,0.00001069728,0.000006208148,0.00001448678,0.0001122359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7967734,"threshold_uncertainty_score":0.4209929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130433789233972,"score_gpt":0.25486189224374,"score_spread":0.2335575543514003,"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."}}