{"id":"W2058064887","doi":"10.4061/2010/978182","title":"Biological Markers and Alzheimer Disease: A Canadian Perspective","year":2010,"lang":"en","type":"article","venue":"International Journal of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Perspective (graphical); Disease; Alzheimer's disease; Medicine; Pathology; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008485291,0.001036043,0.001623085,0.006959111,0.005464966,0.006286317,0.002465909,0.007476323,0.01343397],"category_scores_gemma":[0.0113807,0.0005087774,0.0009752361,0.007417903,0.009459597,0.004903223,0.002560412,0.008464891,0.001972763],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06662204,"about_ca_system_score_gemma":0.1279374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9335553,"about_ca_topic_score_gemma":0.9476366,"domain_scores_codex":[0.9955515,0.0007016566,0.0004979846,0.0005038559,0.002036116,0.0007087812],"domain_scores_gemma":[0.9812987,0.002143884,0.0005986348,0.0003437795,0.01216442,0.003450643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000156813,0.00009777994,0.003850446,0.001771073,0.00008396744,0.0008230619,0.001426248,0.0003898424,0.000402805,0.09524915,0.6983528,0.1973959],"study_design_scores_gemma":[0.00003374329,0.00003550777,0.005217192,0.002351413,0.00007979898,0.0005479289,0.001017329,0.0001487763,0.00006223137,0.01248306,0.9779658,0.00005723353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004692326,0.5202566,0.0003598788,0.4516125,0.01074168,0.00001337208,0.0003229804,0.0000245936,0.01619921],"genre_scores_gemma":[0.01969366,0.8706759,0.001711017,0.08222837,0.01345643,0.00002127932,0.0002006453,0.00003069422,0.01198198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.933378,"threshold_uncertainty_score":0.483379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03089112229200947,"score_gpt":0.3407643528464596,"score_spread":0.3098732305544501,"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."}}