{"id":"W7162017879","doi":"10.82308/43490","title":"Biochemical and clinical characterization of genetic risk factors of Alzheimer's disease","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Disease; Complex disease; SNP","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":[0.0008085064,0.0007298148,0.0004708419,0.00290552,0.00052325,0.0009031426,0.0004142099,0.0006849164,0.002133006],"category_scores_gemma":[0.00239632,0.0002583301,0.0004565687,0.001579841,0.0003514743,0.0003857798,0.0003393678,0.0006638102,0.0007687975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004526562,"about_ca_system_score_gemma":0.0004579149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004779017,"about_ca_topic_score_gemma":0.002745505,"domain_scores_codex":[0.999588,0.000108702,0.00006196993,0.00009743105,0.00009342041,0.00005055355],"domain_scores_gemma":[0.9989297,0.0001976087,0.0003346494,0.00008265351,0.0002900276,0.0001653334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001048895,0.0003195053,0.9601464,0.0001553101,0.0002889811,0.001175556,0.0002704953,0.0001635505,0.01396255,0.0003649114,0.0008059694,0.02129778],"study_design_scores_gemma":[0.00001535025,0.0001936764,0.9938056,0.00002613612,0.00007553043,0.002405008,0.0001431375,0.0001545906,0.001283952,0.0004321114,0.001451352,0.00001350586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781685,0.009704961,0.001164826,0.000541132,0.00007437993,0.00006346902,0.002380561,0.00004611313,0.00785597],"genre_scores_gemma":[0.9904501,0.002966849,0.001420816,0.0002117818,0.0001092235,0.00004784518,0.001907268,0.00001572029,0.002870374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004779017,"threshold_uncertainty_score":0.009502411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175523217821984,"score_gpt":0.361529212463342,"score_spread":0.3297739802851222,"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."}}