{"id":"W3172484788","doi":"10.1176/appi.pn.2021.5.44","title":"Is Magnetic Seizure Therapy Ready to Round the Corner?","year":2021,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electroconvulsive therapy; Medicine; Psychiatry; Intervention (counseling); Psychology; Psychotherapist; Schizophrenia (object-oriented programming)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000677794,0.0007466146,0.0009934395,0.002020031,0.001360478,0.003583184,0.001035057,0.004535948,0.6285505],"category_scores_gemma":[0.005224037,0.000315823,0.0009771941,0.0008502225,0.0007701904,0.004027862,0.001288747,0.003916572,0.4449981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235089,"about_ca_system_score_gemma":0.00134575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003330069,"about_ca_topic_score_gemma":0.006266784,"domain_scores_codex":[0.999307,0.00009490544,0.00005111861,0.00006155347,0.0003144418,0.0001708709],"domain_scores_gemma":[0.9979527,0.00028321,0.0002014142,0.0001406476,0.0007405422,0.0006814729],"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":[0.00008350319,0.00006111455,0.00010194,0.0001527506,0.000004960219,0.00010039,0.00002313549,0.0000108483,0.0001308152,0.0004632754,0.9110457,0.08782152],"study_design_scores_gemma":[0.00006253155,0.00007982447,0.000398673,0.0005654524,0.000008108742,0.0002965559,0.00007144815,0.00001427529,0.0002387764,0.0007772739,0.9974711,0.00001602999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001544707,0.03135751,0.002446485,0.1709381,0.07381946,0.000644425,0.004352678,0.005270447,0.7096262],"genre_scores_gemma":[0.008675437,0.03028034,0.001963958,0.07206915,0.0190822,0.000420194,0.001806366,0.001143339,0.8645589],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6285505,"threshold_uncertainty_score":0.5298276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03753753108283474,"score_gpt":0.3055464912004661,"score_spread":0.2680089601176314,"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."}}