{"id":"W6902189100","doi":"10.6084/m9.figshare.25010378","title":"Additional file 1 of 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":"article","venue":"Open MIND","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Larynx; Tongue; Basal cell; Expression (computer science); Immunohistochemistry; Epidermoid carcinoma; Carcinoma","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001615362,0.001052289,0.001289188,0.002226372,0.0007484808,0.001454077,0.001761232,0.001077229,0.8437694],"category_scores_gemma":[0.03711352,0.0004811787,0.0009868866,0.003444082,0.0002401647,0.001539216,0.0007974113,0.000884947,0.1019687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008766501,"about_ca_system_score_gemma":0.001453168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00567635,"about_ca_topic_score_gemma":0.00845985,"domain_scores_codex":[0.9991918,0.000160262,0.000184616,0.0002058323,0.0001571173,0.0001003334],"domain_scores_gemma":[0.9768915,0.01793144,0.001607081,0.001074096,0.002083367,0.0004125444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009588961,0.000200589,0.01001702,0.005628765,0.0001677365,0.0002065831,0.0001148081,0.0006230314,0.0001824495,0.0006779557,0.9596276,0.02159452],"study_design_scores_gemma":[0.0122652,0.001130662,0.1453158,0.01256278,0.001141095,0.003941621,0.001134649,0.006750232,0.002008411,0.02145411,0.7918955,0.0003999592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0005425456,0.0000426572,0.00026204,0.0001064566,0.0000257019,0.00006932054,0.9982578,0.0001149901,0.0005784862],"genre_scores_gemma":[0.02631085,0.0003253586,0.004450167,0.0006949613,0.0002309042,0.003141989,0.9505128,0.0005582082,0.01377477],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8437694,"threshold_uncertainty_score":0.2228439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505948247003175,"score_gpt":0.2629064909926266,"score_spread":0.2478470085225949,"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."}}