{"id":"W6890023240","doi":"10.3389/fonc.2023.1086118.s002","title":"Image_2_The clinical and neurocognitive functional changes with awake brain mapping for gliomas invading eloquent areas: Institutional experience and the utility of The Montreal Cognitive Assessment.tif","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Glioma; Perioperative; Craniotomy; Awake craniotomy; Temporal lobe; Frontal lobe; Brain mapping","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002469662,0.0001955969,0.0001176218,0.001491026,0.000142582,0.0004250124,0.0003041191,0.0004187833,0.05359134],"category_scores_gemma":[0.0007338718,0.00008097282,0.0002715481,0.0006434942,0.000175399,0.00034443,0.0002481421,0.000295404,0.006981585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345782,"about_ca_system_score_gemma":0.0002171971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009140145,"about_ca_topic_score_gemma":0.0118945,"domain_scores_codex":[0.9999517,0.00001001662,0.000003718124,0.000005778702,0.00001926781,0.000009446701],"domain_scores_gemma":[0.9998044,0.00005519406,0.00002881035,0.00001442802,0.00006978174,0.00002739832],"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":[0.0004639221,0.0001784729,0.07447352,0.0004919196,0.00007388154,0.004245364,0.000267299,0.001220582,0.006419302,0.0009636054,0.5239437,0.3872584],"study_design_scores_gemma":[0.0001771121,0.0005105411,0.3768635,0.0005896926,0.0001073759,0.02499041,0.0006445064,0.008623149,0.007028351,0.001485896,0.5788785,0.0001009125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2895094,0.01094039,0.01557995,0.01445945,0.002377761,0.001050535,0.06206454,0.004403874,0.5996141],"genre_scores_gemma":[0.814376,0.008553033,0.01797555,0.002688144,0.002329506,0.0003291049,0.02740208,0.001111091,0.1252356],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9464087,"threshold_uncertainty_score":0.1792809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08587390184835457,"score_gpt":0.313848822907975,"score_spread":0.2279749210596204,"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."}}