{"id":"W2805724500","doi":"10.1038/s41598-018-25639-7","title":"Preclinical outcomes of Intratumoral Modulation Therapy for glioblastoma","year":2018,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Schulich School of Medicine and Dentistry, Western University; Schulich School of Medicine and Dentistry; Cancer Research Society","keywords":"Glioblastoma; Medicine; Oncology; Glioma; Brain tumor; Cancer research; Internal medicine; Bioinformatics; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006161445,0.0001073807,0.0001688823,0.000134392,0.00022186,0.0001049435,0.0001853044,0.00003722414,0.00002527467],"category_scores_gemma":[0.001205486,0.00008351979,0.0001057641,0.0004934516,0.0005405313,0.0003128581,0.00004276152,0.00005877616,0.000007144213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009563788,"about_ca_system_score_gemma":0.00005274258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001260934,"about_ca_topic_score_gemma":0.000001780002,"domain_scores_codex":[0.9981834,0.0000269356,0.0004534794,0.0006748893,0.0003966411,0.0002646892],"domain_scores_gemma":[0.9989535,0.0001416507,0.000224579,0.0005089086,0.0000971158,0.00007427797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002920136,0.00005734494,0.001933432,0.000004870709,8.698073e-7,0.00001349379,0.00006658836,0.00004408042,0.9939363,0.0002944717,0.0005477112,0.003071636],"study_design_scores_gemma":[0.0001405715,0.0003101934,0.004747364,0.000006867257,0.000001956258,0.00004772568,0.000003339537,0.005362952,0.9817492,0.003745495,0.003790766,0.0000935054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895741,0.000004658729,0.0006597533,0.0001147005,0.008989805,0.0003797055,0.000002447563,0.00007797244,0.000196809],"genre_scores_gemma":[0.9986137,0.000001628767,0.0002571532,0.0001096563,0.00008982936,0.00001975815,8.209659e-7,0.00001189146,0.0008955415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01218704,"threshold_uncertainty_score":0.3405838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06206171355120703,"score_gpt":0.3407119601716693,"score_spread":0.2786502466204623,"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."}}