{"id":"W7056252263","doi":"","title":"Establishing Intratumoral Modulation Therapy as a New Treatment Modality for High Grade Gliomas","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"In vivo; Glioma; Apoptosis; Chemotherapy; U87; Glioblastoma; Transmembrane protein; In vitro","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"],"consensus_categories":[],"category_scores_codex":[0.00009616861,0.0002850315,0.0002641981,0.0001820144,0.0001916064,0.0003821689,0.0002974962,0.0001587388,0.00002418717],"category_scores_gemma":[0.00002125601,0.0003191601,0.0001343696,0.0005415682,0.00002799937,0.001321354,0.00004911202,0.0001904996,0.00004294365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003778087,"about_ca_system_score_gemma":0.0001874225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003478978,"about_ca_topic_score_gemma":0.0006230226,"domain_scores_codex":[0.9987298,0.00008041604,0.0002027343,0.0004292292,0.0001901662,0.0003676175],"domain_scores_gemma":[0.9989437,0.0000939571,0.0000598304,0.0004830884,0.0001023155,0.0003170491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005241063,0.001200961,0.7409195,0.0002512067,0.001132379,0.000809852,0.003166243,0.02473072,0.1764414,0.01544065,0.0000855816,0.03529741],"study_design_scores_gemma":[0.00942163,0.0004506518,0.6498209,0.000158088,0.0002530688,0.00009194521,0.0004029726,0.0002743721,0.2978146,0.0160677,0.02368998,0.001554027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798451,0.000149178,0.01807815,0.000648423,0.0002270364,0.0004588058,0.00006820345,0.0004186384,0.0001064569],"genre_scores_gemma":[0.9938075,0.0001343242,0.0005546589,0.0001243797,0.0001991995,0.000009519242,0.0002182465,0.00005543744,0.004896748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1213732,"threshold_uncertainty_score":0.999926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041227821171061,"score_gpt":0.3030808908946826,"score_spread":0.1989581087775765,"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."}}