{"id":"W1908818509","doi":"10.1046/j.0001-690x.2001.acp1c008d.x","title":"Donepezil in schizophrenia — is it helpful? An experimental design case study","year":2001,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Donepezil; Verbal fluency test; Schizophrenia (object-oriented programming); Risperidone; Psychology; Neuropsychology; Fluency; Psychiatry; Psychosis; Rivastigmine; Clinical psychology; Cognition; Adverse effect; Rating scale; Acetylcholinesterase inhibitor; Acetylcholinesterase; Dementia; Medicine; Internal medicine; Developmental psychology; Disease","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004019183,0.0004421293,0.0005745476,0.0006509065,0.0002908592,0.0001028029,0.0002737446,0.0001499784,0.001338693],"category_scores_gemma":[0.0000372489,0.0003648896,0.000160473,0.001307932,0.00008231201,0.0002899875,0.00009505506,0.0004754472,0.0001814582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003528356,"about_ca_system_score_gemma":0.0003680763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046714,"about_ca_topic_score_gemma":0.0009677187,"domain_scores_codex":[0.9967038,0.0002872669,0.0005471004,0.0009157714,0.0007335052,0.0008125431],"domain_scores_gemma":[0.9978754,0.0001106137,0.0001067217,0.0009962661,0.00008286239,0.0008281524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1492955,0.05254399,0.5906591,0.00006243115,0.0008345668,0.1264978,0.01201958,0.000009033442,0.002220832,0.0001276667,0.03333298,0.03239645],"study_design_scores_gemma":[0.302611,0.08343681,0.3873828,0.0003953947,0.001629147,0.1043537,0.1008259,0.002654065,0.005055664,0.001147714,0.006495523,0.004012266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917845,0.0008702627,0.00002961031,0.003815087,0.0002003429,0.002159751,0.00001126153,0.0001081557,0.001021073],"genre_scores_gemma":[0.9913025,0.0001450542,0.006917352,0.000480679,0.0003329868,0.0003348135,0.00002023235,0.0000654417,0.0004008661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2032763,"threshold_uncertainty_score":0.9998803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06765374357616667,"score_gpt":0.3756407108209012,"score_spread":0.3079869672447346,"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."}}