{"id":"W2006364888","doi":"10.1007/s00381-007-0319-4","title":"Reply to the letter by Dr. Muzumdar on the article “Simple technique of head fixation for image-guided neurosurgery in infants”","year":2007,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Neurosurgery; Medicine; Fixation (population genetics); Head (geology); Surgery; Medical physics; General surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0004394107,0.000110761,0.0001253875,0.0000304139,0.0001123392,0.00001684845,0.0001310972,0.0000601281,0.000002083208],"category_scores_gemma":[0.00009737832,0.00006925414,0.00008573462,0.0001110234,0.00002710798,0.000002960525,0.00003369056,0.0000527232,0.000004365076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001732195,"about_ca_system_score_gemma":0.00001227016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002416041,"about_ca_topic_score_gemma":0.0001106856,"domain_scores_codex":[0.9991439,0.00005444528,0.0002846764,0.0002196566,0.00009520108,0.0002020948],"domain_scores_gemma":[0.9994028,0.00004344775,0.0000926935,0.0003859454,0.0000437171,0.00003138497],"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":[0.0004150798,0.0002486249,0.009712762,0.00008690603,0.00006169198,0.000008591973,0.0002691395,0.00009027252,0.7900039,0.0003462094,0.1959969,0.002759891],"study_design_scores_gemma":[0.0008472902,0.0003630796,0.02986095,0.00008640302,0.0000206264,0.00002255615,0.0002495594,0.00005472977,0.8372075,0.00003886432,0.1310428,0.0002055794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891396,0.00009256807,0.00385727,0.004447511,0.0001054534,0.001332466,0.00006849669,0.00001435704,0.0009423028],"genre_scores_gemma":[0.9962474,0.000004127231,0.00004039433,0.003319278,0.00009411581,0.0001507287,0.00004388244,0.00001850537,0.00008163212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06495409,"threshold_uncertainty_score":0.2824102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045659936968989,"score_gpt":0.2615958606258021,"score_spread":0.2511392612561122,"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."}}