{"id":"W4392864506","doi":"10.1158/2767-9764.25417037","title":"Supplementary Methods from Nanoparticle-mediated Photodynamic Therapy as a Method to Ablate Oral Cavity Squamous Cell Carcinoma in Preclinical Models","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Photodynamic therapy; Basal cell; Oral cavity; Medicine; Cancer research; Oncology; Pathology; Chemistry; Dentistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004501778,0.001057556,0.002357891,0.000763496,0.00008887177,0.0001201053,0.000811537,0.0007170293,0.002888534],"category_scores_gemma":[0.0003417449,0.0008558541,0.00063756,0.0007859076,0.0002131232,0.00007380937,0.003229066,0.003362785,0.0001338371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181635,"about_ca_system_score_gemma":0.001274141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1010004,"about_ca_topic_score_gemma":0.007734353,"domain_scores_codex":[0.9910476,0.00243437,0.001648242,0.002384573,0.001088333,0.001396888],"domain_scores_gemma":[0.9945673,0.00247969,0.0001970213,0.001699318,0.0002337628,0.0008228501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01039061,0.002658918,0.002834468,0.0008126572,0.0014077,0.001640684,0.008924455,0.003672004,0.9327837,0.00006573599,0.002379616,0.03242944],"study_design_scores_gemma":[0.01430218,0.003401064,0.01150736,0.000469221,0.0007379835,0.0000402453,0.001352152,0.4724731,0.4187219,0.07315647,0.001800631,0.002037754],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797214,0.002760734,0.002398845,0.004528484,0.000641127,0.005730077,0.002810171,0.0002899995,0.001119123],"genre_scores_gemma":[0.8900172,0.0004930248,0.1032621,0.002194589,0.0001488862,0.001405179,0.001176748,0.0002022287,0.001100134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5140618,"threshold_uncertainty_score":0.9993892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07650931014822109,"score_gpt":0.4507257153453402,"score_spread":0.3742164051971191,"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."}}