{"id":"W2953499075","doi":"10.1111/his.13946","title":"Inter‐ and intraobserver agreement of programmed death ligand 1 scoring in head and neck squamous cell carcinoma, urothelial carcinoma and breast carcinoma","year":2019,"lang":"en","type":"article","venue":"Histopathology","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Concordance; Medicine; Head and neck squamous-cell carcinoma; Intraclass correlation; Carcinoma; Oncology; PD-L1; clone (Java method); Cancer; Immunohistochemistry; Pathology; Head and neck cancer; Internal medicine; Immunotherapy; Biology","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":[0.03164408,0.0005309866,0.0007572619,0.00340781,0.0007251388,0.001155933,0.001039322,0.00100672,0.0009288277],"category_scores_gemma":[0.03841746,0.0005651165,0.0009760444,0.00118264,0.001334879,0.0008496419,0.002070188,0.0005372254,0.0005522944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006917992,"about_ca_system_score_gemma":0.0004178398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001998584,"about_ca_topic_score_gemma":0.004194639,"domain_scores_codex":[0.9692999,0.0136384,0.005559148,0.005506855,0.005149616,0.0008460536],"domain_scores_gemma":[0.9484422,0.02795297,0.004434499,0.00788384,0.01035305,0.0009335103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002397685,0.00008834396,0.9378186,0.0003607809,0.001283259,0.0002683582,0.002231633,0.002108037,0.01769868,0.0003330412,0.0006302475,0.03478137],"study_design_scores_gemma":[0.0000653025,0.0003602073,0.9618559,0.00008741007,0.0005938337,0.00132969,0.001029029,0.01862155,0.01340841,0.0007196698,0.001842971,0.00008605507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741199,0.001892874,0.01959085,0.00006018985,0.0001297813,0.0002334867,0.0003730537,0.0002469797,0.003352881],"genre_scores_gemma":[0.9908094,0.0001663533,0.007838156,0.00003429116,0.00002687919,0.0001550764,0.0004510474,0.00005573435,0.0004629205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03164408,"threshold_uncertainty_score":0.1673518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564064277270831,"score_gpt":0.2390207372663266,"score_spread":0.2233800944936183,"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."}}