{"id":"W4387935740","doi":"10.1038/s43018-023-00640-w","title":"Targeting network circuitry in glioma","year":2023,"lang":"en","type":"article","venue":"Nature Cancer","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Glioma; Glioblastoma; Neuroscience; Nervous system; Potassium channel; Neuron; Cancer research; Biology; Medicine; Internal medicine","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":[0.0001013846,0.0002416905,0.0001585357,0.000165683,0.0001891099,0.0004567076,0.000335757,0.0002628238,0.00209937],"category_scores_gemma":[0.0001823628,0.00009608317,0.0001817036,0.0001476767,0.0002551574,0.0003986113,0.000288489,0.0006211707,0.0003782102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006078125,"about_ca_system_score_gemma":0.0004132336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502907,"about_ca_topic_score_gemma":0.003397717,"domain_scores_codex":[0.9999582,0.000005966562,0.000001391614,0.000009072101,0.00001124465,0.00001416958],"domain_scores_gemma":[0.9999633,0.000005767405,0.00000853563,0.000004613642,0.000006648823,0.00001107267],"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":[0.0005184695,0.0001758897,0.002563745,0.0005497924,0.0001662288,0.00039824,0.0001965662,0.01848944,0.7750201,0.0322791,0.006309087,0.1633334],"study_design_scores_gemma":[0.0003207122,0.003175057,0.02402518,0.0002366674,0.0004606795,0.001791002,0.0006123101,0.08818675,0.7148849,0.05715259,0.109081,0.00007324172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8585225,0.01025877,0.0999459,0.005068675,0.0004463455,0.00009946751,0.0006564446,0.001390733,0.02361113],"genre_scores_gemma":[0.9903082,0.002332995,0.004373492,0.0002343133,0.00002289067,0.00003811793,0.0001099121,0.00003044055,0.002549483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00209937,"threshold_uncertainty_score":0.007023096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04587879847357577,"score_gpt":0.3905795182001464,"score_spread":0.3447007197265706,"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."}}