{"id":"W3023734806","doi":"10.3233/jad-191281","title":"Evolution of the Research Literature and the Scientific Community of Alzheimer’s Disease from 1983-2017: A 35-Year Survey","year":2020,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Publishing; Extant taxon; Disease; Period (music); Library science; Bibliometrics; Dementia; Political science; History; Geography; Medicine; Pathology; Biology; Law","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01178609,0.0003383619,0.0008401769,0.04920489,0.001437437,0.00529036,0.0010884,0.001018491,0.002686509],"category_scores_gemma":[0.04455791,0.000374496,0.001078553,0.0676533,0.001368206,0.005977349,0.003473451,0.001081714,0.001174581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003845224,"about_ca_system_score_gemma":0.009370636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01245794,"about_ca_topic_score_gemma":0.01862271,"domain_scores_codex":[0.9882681,0.00143413,0.003760952,0.001175223,0.004520514,0.0008410481],"domain_scores_gemma":[0.8724672,0.03329478,0.05612223,0.00211325,0.02680399,0.009198586],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002543691,0.00009304962,0.8362054,0.006084376,0.0003609497,0.001663046,0.01671549,0.0002187143,0.0009557686,0.003251266,0.01746699,0.1167305],"study_design_scores_gemma":[0.000008553885,0.00007216745,0.9185348,0.002768081,0.0001135013,0.001520641,0.01151349,0.00009102555,0.0002592656,0.000342215,0.06473517,0.00004114473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.69984,0.2453843,0.0004756141,0.01520837,0.0005816871,0.0001425059,0.02356582,0.00009485535,0.0147068],"genre_scores_gemma":[0.7908875,0.1817553,0.001612408,0.002038325,0.001437839,0.0002772888,0.01840343,0.00007953515,0.003508275],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9882139,"threshold_uncertainty_score":0.06233156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.182559337961252,"score_gpt":0.4178888219692929,"score_spread":0.2353294840080409,"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."}}