{"id":"W6921499401","doi":"10.6084/m9.figshare.c.7028969","title":"Negative prognostic behaviour of PD-L1 expression in tongue and larynx squamous cell carcinoma and its significant predictive power in combination with PD-1 expression on TILs","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Larynx; Tongue; Proportional hazards model; Multivariate analysis; Immunohistochemistry; Basal cell; Univariate analysis; Univariate; T-stage; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007287106,0.0002458425,0.0002360393,0.0006033907,0.0002071848,0.0005139033,0.0002028774,0.0002543683,0.001422266],"category_scores_gemma":[0.001535613,0.0001546176,0.0002315157,0.0003574038,0.0003212322,0.0002267623,0.0002450179,0.000280677,0.0002202199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082183,"about_ca_system_score_gemma":0.0001951573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008599755,"about_ca_topic_score_gemma":0.001274813,"domain_scores_codex":[0.999786,0.00006634955,0.00002205936,0.00004041758,0.00004120523,0.00004401565],"domain_scores_gemma":[0.9991463,0.0003707417,0.000218762,0.00005005218,0.0001017051,0.0001123095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003028562,0.0000102223,0.9935773,0.0000127521,0.00002157134,0.0002016647,0.00002403899,0.0001310719,0.002370709,0.00001660662,0.00006412661,0.003267045],"study_design_scores_gemma":[0.000008840024,0.0001315292,0.9936156,0.000007978409,0.00009114615,0.001349032,0.0001258981,0.00189547,0.002235145,0.0001069576,0.0004267689,0.000005618563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986872,0.0005716799,0.0002262584,0.00002661158,0.000006304803,0.00000372914,0.00009261624,0.000006440888,0.0003792326],"genre_scores_gemma":[0.9997035,0.00006235231,0.00006340831,0.0000038763,0.000007677424,0.000001925806,0.00006185423,0.00000105295,0.00009440795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001422266,"threshold_uncertainty_score":0.004757941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01870406328376998,"score_gpt":0.2495182712320982,"score_spread":0.2308142079483282,"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."}}