{"id":"W2606155014","doi":"10.1002/ana.24933","title":"Focused ultrasound as a novel strategy for Alzheimer disease therapeutics","year":2017,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"Focused Ultrasound Foundation","keywords":"Disease; Computer science; Content (measure theory); Data science; Medicine; Information retrieval; Psychology; Cognitive science; Pathology; Mathematics","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":[0.00004746552,0.0001082724,0.0001437416,0.00003001363,0.0001273272,0.00003059014,0.0002916561,0.00007103809,0.00002542437],"category_scores_gemma":[0.00003643303,0.0001046427,0.00008525867,0.00002051863,0.0001062377,0.00007621619,0.00001152555,0.00008178918,0.00001660093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":6.566935e-7,"about_ca_system_score_gemma":0.00002104466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001311859,"about_ca_topic_score_gemma":0.00001244746,"domain_scores_codex":[0.9994465,0.00000691181,0.0001418918,0.0001419242,0.00005392962,0.0002089071],"domain_scores_gemma":[0.9991565,0.0001805313,0.00005817578,0.0004674774,0.00006143208,0.0000758434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001289763,0.001482393,0.02243618,0.0002510268,0.002384263,0.00002539449,0.0007949862,0.02007251,0.7452273,0.1139174,0.01121483,0.08090398],"study_design_scores_gemma":[0.002491265,0.001114957,0.4536755,0.00001498431,0.0005299201,0.00004705615,0.00002136442,0.009117924,0.03705171,0.04843592,0.4466177,0.0008816937],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879711,0.0006785938,0.002153061,0.004340805,0.0001770217,0.0003841233,0.0001758694,0.0001134535,0.004006021],"genre_scores_gemma":[0.9981077,0.0002320056,0.0001086697,0.001314173,0.00009233657,0.00006454124,0.00001165436,0.00003138398,0.0000375839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7081755,"threshold_uncertainty_score":0.4267204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548101278949616,"score_gpt":0.3520100195427918,"score_spread":0.1971998916478302,"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."}}