{"id":"W2509152721","doi":"10.1097/ana.0000000000000350","title":"What Next After GAS and PANDA?","year":2016,"lang":"en","type":"article","venue":"Journal of Neurosurgical Anesthesiology","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Observational study; Anesthesiology; Perioperative; Clinical trial; Intensive care medicine; Neuropsychology; Anesthetic; MEDLINE; Psychiatry; Anesthesia; Cognition; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002776442,0.0006031349,0.00109434,0.001150463,0.003826073,0.005076467,0.0009594447,0.009467545,0.01533627],"category_scores_gemma":[0.01146981,0.000345257,0.001122545,0.0009037417,0.003036693,0.007064869,0.001745821,0.01299415,0.003470532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002457135,"about_ca_system_score_gemma":0.004264113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008370406,"about_ca_topic_score_gemma":0.02011124,"domain_scores_codex":[0.9984505,0.0005015898,0.0001490669,0.0002498134,0.0003103753,0.0003386746],"domain_scores_gemma":[0.9965437,0.001019015,0.0003444703,0.0001244242,0.0007505641,0.001217715],"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":[0.0004181403,0.0001681923,0.00626009,0.0008080588,0.00008529468,0.002484262,0.0008103329,0.00004103477,0.0002821386,0.01217174,0.7781976,0.198273],"study_design_scores_gemma":[0.00006325821,0.0002238779,0.005664298,0.00357503,0.00008604569,0.002753931,0.003819509,0.00005310143,0.0002824213,0.01438958,0.9690187,0.00007015307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002202092,0.1035283,0.0003154647,0.7966262,0.08725488,0.00002915751,0.0001971225,0.00007911483,0.009767748],"genre_scores_gemma":[0.04097961,0.2263771,0.00156272,0.5699217,0.1257377,0.000112165,0.0004757497,0.000147299,0.03468588],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01533627,"threshold_uncertainty_score":0.05130494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04942307710913902,"score_gpt":0.2887937702787587,"score_spread":0.2393706931696197,"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."}}