{"id":"W3167805382","doi":"10.18203/2320-6012.ijrms20212226","title":"Increased electro-convulsive therapy stimulus intensity and cognitive functioning in manic patients","year":2021,"lang":"en","type":"article","venue":"International Journal of Research in Medical Sciences","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Medicine; Stimulus (psychology); Audiology; Montreal Cognitive Assessment; Psychopathology; Psychiatry; Clinical psychology; Cognitive impairment; Psychology; Cognitive psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002143485,0.00005518278,0.0001575776,0.000422121,0.00005546053,0.00004471942,0.0001470014,0.00004868685,0.0002534862],"category_scores_gemma":[0.002295105,0.00003826226,0.00003511765,0.0004662641,0.0004089262,0.0001391218,0.00007628152,0.0005659301,0.000003060823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138742,"about_ca_system_score_gemma":0.0007976604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002824488,"about_ca_topic_score_gemma":0.0002323583,"domain_scores_codex":[0.9971264,0.0002156126,0.0002631363,0.0001546682,0.002033441,0.0002067315],"domain_scores_gemma":[0.9981975,0.0005644713,0.00005909483,0.00003047166,0.0009655065,0.0001829688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004902144,0.0005528215,0.9198456,0.000003856906,0.00006240213,0.001028476,0.0001903041,5.427036e-7,0.0001046943,0.00009727763,0.00002583991,0.07759796],"study_design_scores_gemma":[0.005137648,0.0009918137,0.9887462,0.0005527383,0.00000535044,0.0005195886,0.0007488453,0.000332738,0.001035069,0.001691883,0.0002001396,0.00003802749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889454,0.003192515,0.00003567623,0.006873746,0.0001739153,0.00008743659,0.00000146319,0.000001817721,0.0006879924],"genre_scores_gemma":[0.9977779,0.001735053,0.00007289704,0.0002966032,0.00009124108,0.000003173424,0.000004162035,0.000002428192,0.0000165371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07755993,"threshold_uncertainty_score":0.2775496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06308339172244355,"score_gpt":0.424684394589199,"score_spread":0.3616010028667555,"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."}}