{"id":"W4407934825","doi":"10.1016/j.brs.2024.12.046","title":"Magnus Neuromodulation System with Stanford Accelerated Intelligent Neuromodulation Therapy (SAINT) as a Personalized Continuation Therapy for Depression: An Open-Label Pilot Trial","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Magnus Chemicals (Canada)","funders":"","keywords":"Neuromodulation; Depression (economics); Continuation; Open label; Medicine; Randomized controlled trial; Physical medicine and rehabilitation; Psychology; Computer science; Internal medicine; Central nervous system","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":[0.0008145715,0.000840826,0.001874198,0.000245663,0.0003075876,0.000554398,0.0004769385,0.0008309425,0.004859056],"category_scores_gemma":[0.0005561514,0.0002151091,0.001091735,0.0002119605,0.0006177041,0.0006349718,0.000242095,0.002034169,0.0006645315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004143175,"about_ca_system_score_gemma":0.0005916866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009480755,"about_ca_topic_score_gemma":0.002013875,"domain_scores_codex":[0.9997702,0.00009433469,0.00001548681,0.00004754624,0.00002702917,0.00004531398],"domain_scores_gemma":[0.9997225,0.00007661483,0.0000392449,0.00003610678,0.00002410935,0.0001014349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8113441,0.03753489,0.001511824,0.0007723842,0.001390798,0.0000776328,0.0001357331,0.0007574095,0.01057243,0.0005413191,0.002057537,0.1333039],"study_design_scores_gemma":[0.6136103,0.3732481,0.00730133,0.00007343672,0.000544039,0.0001054564,0.00005739781,0.001531275,0.001469415,0.0003403873,0.001680228,0.00003846523],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935957,0.001670211,0.0007012047,0.0002823618,0.0001971554,0.001407783,0.0006165037,0.00009386167,0.00143521],"genre_scores_gemma":[0.9846765,0.002804572,0.003787132,0.0005781585,0.0002951564,0.003068615,0.001270181,0.0000237961,0.003495857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004859056,"threshold_uncertainty_score":0.0162552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282756367889685,"score_gpt":0.382547368155321,"score_spread":0.2542717313663525,"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."}}