{"id":"W4403147604","doi":"10.1186/s40345-024-00357-4","title":"Perceived cognitive loss, symptomology, and psychological well-being with bipolar disorder","year":2024,"lang":"en","type":"article","venue":"International Journal of Bipolar Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Institute; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Cognition; Neurology; Psychology; Psychopharmacology; Bipolar disorder; Clinical psychology; Psychotherapist; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001967174,0.0002625331,0.0003412666,0.0004519899,0.00007671154,0.0001042659,0.0001786558,0.0001382861,0.0003295398],"category_scores_gemma":[0.00006563082,0.000178947,0.0002073927,0.0001981547,0.00034134,0.0002734118,0.00005405155,0.0005421874,0.00004398454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000765572,"about_ca_system_score_gemma":0.00009985836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000693955,"about_ca_topic_score_gemma":0.0001406365,"domain_scores_codex":[0.9983808,0.00007315744,0.0004084095,0.000326157,0.000556458,0.0002550224],"domain_scores_gemma":[0.999111,0.0001757699,0.0001277962,0.0001075389,0.0002882445,0.0001896668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009976106,0.001085918,0.7265198,0.00006167911,0.002637842,0.0006305632,0.001219051,0.000005920803,0.0003544433,0.001371044,0.000137148,0.264979],"study_design_scores_gemma":[0.006547482,0.003499508,0.7842131,0.001061912,0.001012182,0.01026989,0.001002344,0.0002484212,0.0001068224,0.00275564,0.188868,0.0004147628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8709207,0.1187777,0.002513322,0.005609954,0.0006269463,0.0002479314,0.00002393972,0.00005801486,0.001221492],"genre_scores_gemma":[0.9771113,0.02168664,0.0004567952,0.0002842549,0.000210695,0.000007637725,0.00003239548,0.00004100392,0.0001692271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2645642,"threshold_uncertainty_score":0.7297247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00940040190266857,"score_gpt":0.2970461807816142,"score_spread":0.2876457788789456,"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."}}