{"id":"W3133245738","doi":"10.21037/atm-20-4498","title":"The Anaesthetic Biobank of Cerebrospinal fluid: a unique repository for neuroscientific biomarker research","year":2021,"lang":"en","type":"article","venue":"Annals of Translational Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitair Medisch Centrum Groningen; Rijksuniversiteit Groningen","keywords":"Medicine; Cerebrospinal fluid; Biobank; Biomarker; Depression (economics); Anxiety; Anesthesia; Internal medicine; Bioinformatics; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.01217126,0.0006767343,0.001527993,0.00840875,0.001805875,0.004761645,0.002011601,0.001394422,0.004841224],"category_scores_gemma":[0.02213304,0.0004111285,0.0004768251,0.009835408,0.0012955,0.002006174,0.005262307,0.001504337,0.005345066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009153129,"about_ca_system_score_gemma":0.006086294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189285,"about_ca_topic_score_gemma":0.001459233,"domain_scores_codex":[0.9914562,0.002270049,0.002006472,0.001513953,0.002299129,0.0004540572],"domain_scores_gemma":[0.9686674,0.003739702,0.006806173,0.006587971,0.01062879,0.003569821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004242853,0.000651742,0.2749652,0.00362281,0.0007082869,0.003577235,0.003266863,0.0008882222,0.05139454,0.01444398,0.1607414,0.4814969],"study_design_scores_gemma":[0.0004331149,0.001085042,0.3268776,0.002575584,0.000498816,0.006693762,0.001658818,0.001159495,0.01104225,0.005954978,0.6418038,0.0002167532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4484902,0.09053773,0.1135051,0.01915401,0.004710958,0.007268063,0.2764032,0.003622544,0.03630822],"genre_scores_gemma":[0.4551984,0.03458728,0.1563506,0.006293387,0.006306377,0.009680762,0.3187517,0.001033224,0.01179825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01217126,"threshold_uncertainty_score":0.06436849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2277815741163746,"score_gpt":0.4446445390459697,"score_spread":0.216862964929595,"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."}}