{"id":"W7133097421","doi":"","title":"Assessing and predicting treatment responses to cholinesterase inhibitor pharmacotherapy in Alzheimer's disease","year":2000,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Pharmacotherapy; Cholinesterase; Drug; Clinical trial","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":[],"consensus_categories":[],"category_scores_codex":[0.002116703,0.0003709483,0.0005471042,0.000784435,0.0003791219,0.0009058038,0.000309739,0.0006344827,0.001098912],"category_scores_gemma":[0.00739386,0.0001832792,0.0003777495,0.0006026197,0.0001802824,0.0002678432,0.0002104219,0.0007472101,0.0003469644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185612,"about_ca_system_score_gemma":0.001532471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05995189,"about_ca_topic_score_gemma":0.134421,"domain_scores_codex":[0.9995329,0.0001745766,0.00006135638,0.00004046466,0.0001319083,0.00005874549],"domain_scores_gemma":[0.9981912,0.0009479292,0.0002871783,0.00003609861,0.0003086267,0.0002290476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002067574,0.0009891891,0.9017471,0.0001122415,0.0002307867,0.00006481266,0.0002677662,0.000684056,0.0005201306,0.0000407302,0.002795591,0.0904801],"study_design_scores_gemma":[0.0001561386,0.00083561,0.9950659,0.00006332844,0.000235123,0.00006364055,0.0003353442,0.001582398,0.0003737036,0.000074105,0.001199644,0.00001500898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915758,0.002632537,0.0002291115,0.0007319237,0.00005785519,0.0001233593,0.000642787,0.00001282464,0.003993966],"genre_scores_gemma":[0.9913361,0.003337833,0.001460418,0.0001992322,0.00007087096,0.00009414746,0.0009053239,0.000005106662,0.002590944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05995189,"threshold_uncertainty_score":0.1192059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07879105653726505,"score_gpt":0.496314766813551,"score_spread":0.4175237102762859,"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."}}