{"id":"W4246055713","doi":"10.21203/rs.3.rs-334295/v2","title":"The Thalamus in Trigeminal Neuralgia: Structural and Metabolic Abnormalities, and Influence on Surgical Response","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Trigeminal Neuralgia and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Trigeminal neuralgia; Thalamus; Medicine; Surgery; Radiology","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001698094,0.0003548648,0.0006269049,0.0004044691,0.0003651166,0.0003433696,0.0002089882,0.0003067737,0.00003064872],"category_scores_gemma":[0.001340701,0.0002221604,0.0001143799,0.00041397,0.0006009517,0.0001007227,0.0008034983,0.002466075,0.000005213249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543096,"about_ca_system_score_gemma":0.0005456489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007259086,"about_ca_topic_score_gemma":0.0000985314,"domain_scores_codex":[0.9953167,0.00158495,0.0004092782,0.0007777572,0.001143325,0.0007679813],"domain_scores_gemma":[0.9955022,0.003035289,0.00007635058,0.0007006879,0.0003266144,0.0003588879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03561716,0.0003350429,0.8769082,0.002283247,0.0003935992,0.04084733,0.003764712,0.00003479582,0.0005667667,0.00260779,0.0001798529,0.03646145],"study_design_scores_gemma":[0.002265319,0.000709486,0.9906546,0.0009977246,0.00005256795,0.001204635,0.001095724,0.0000957747,0.0007845918,0.0003096545,0.001643126,0.0001867521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784274,0.01777982,5.842007e-8,0.002322782,0.00009127455,0.001067581,0.00005659427,0.00002817937,0.0002262863],"genre_scores_gemma":[0.9912984,0.006987915,0.00003026983,0.00003176295,0.00009313867,0.0001665454,0.00005424846,0.00003182829,0.001305825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1137464,"threshold_uncertainty_score":0.9998353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04531444173533347,"score_gpt":0.4032675319497379,"score_spread":0.3579530902144045,"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."}}