{"id":"W2784035746","doi":"10.1002/glia.23157","title":"Stereological estimation of microglial and neuronal cell numbers in Alzheimer's disease and control brains","year":2017,"lang":"da","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biology; Neuroscience; Stereology; Alzheimer's disease; Microglia; Disease; Pathology; Immunology; Medicine; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005284625,0.0001935377,0.0002415746,0.002326279,0.0004250321,0.0003470413,0.0002608218,0.0003411311,0.002855407],"category_scores_gemma":[0.0004817399,0.0002267645,0.0002611505,0.0005905381,0.0004042597,0.0002534119,0.0002043942,0.0003095652,0.0002385055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004887417,"about_ca_system_score_gemma":0.00027057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008192291,"about_ca_topic_score_gemma":0.01325976,"domain_scores_codex":[0.9997386,0.00003515173,0.00002604697,0.00005825975,0.00009028508,0.00005152582],"domain_scores_gemma":[0.999564,0.0001023522,0.00009041587,0.00005834542,0.0001387177,0.00004611275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004662116,0.0002576938,0.06863025,0.0002569184,0.0002249228,0.0004386243,0.0008572494,0.002866191,0.8457578,0.002557351,0.001695773,0.07179503],"study_design_scores_gemma":[0.00006054335,0.0003550595,0.8276606,0.00002541469,0.0001051856,0.002071764,0.0006593334,0.0158811,0.1491802,0.001244176,0.002704069,0.00005237447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983602,0.0005459498,0.01046025,0.000038691,0.00004207075,0.00004086388,0.001861877,0.0002452315,0.003163103],"genre_scores_gemma":[0.9860231,0.0002593379,0.009494325,0.00002506612,0.00001250875,0.00007566382,0.001009386,0.00005597166,0.003044821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008192291,"threshold_uncertainty_score":0.01628923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961150279783958,"score_gpt":0.2876546651980658,"score_spread":0.2480431624002262,"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."}}