{"id":"W4416224966","doi":"10.1159/000549226","title":"Acknowledgement to Reviewers","year":2025,"lang":"en","type":"article","venue":"Stereotactic and Functional Neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acknowledgement; MEDLINE; Patient care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006392965,0.0001025886,0.0001918246,0.0001049,0.00007861492,0.00001766523,0.00001516443,0.00002761998,0.0002613401],"category_scores_gemma":[0.0002032538,0.00007852372,0.00007086128,0.0002057829,0.00002855963,0.00003379375,0.00004389822,0.00008459741,0.0001267034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001401614,"about_ca_system_score_gemma":0.00003371683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001505577,"about_ca_topic_score_gemma":4.008146e-7,"domain_scores_codex":[0.9992974,0.00002438493,0.0001618554,0.000262027,0.0001142186,0.0001401084],"domain_scores_gemma":[0.9995466,0.0001249581,0.00002243175,0.0001365287,0.00005712275,0.0001123123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001657706,0.0009329496,0.6810178,0.0003143388,0.0002625928,0.0002142164,0.00001791827,0.000002500619,0.00119117,0.003363092,0.2500038,0.06102191],"study_design_scores_gemma":[0.000722194,0.0002661209,0.8154244,0.00007230161,0.0001166354,0.00001694332,0.0000088785,0.000009991564,0.00005157063,0.001048478,0.1821816,0.00008091981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261096,0.001269419,0.0004294344,0.01745453,0.00225078,0.0006629427,0.000006318526,0.0000869474,0.05173002],"genre_scores_gemma":[0.9515577,0.0002877483,0.0000427255,0.03468299,0.00005750334,0.00004639983,0.000007089182,0.00000747308,0.01331041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344066,"threshold_uncertainty_score":0.3202105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746423958942638,"score_gpt":0.2798946006470537,"score_spread":0.2524303610576273,"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."}}