{"id":"W4404715768","doi":"10.1080/14796708.2024.2419271","title":"Focusing on earlier diagnosis of Alzheimer's disease: a plain language summary","year":2024,"lang":"en","type":"article","venue":"Future Neurology","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Novo Nordisk","keywords":"Plain language; Disease; Plain English; Medicine; Alzheimer's disease; Neurology; Psychology; Psychiatry; Linguistics; Pathology; Philosophy","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":[0.00594616,0.001630675,0.001832187,0.005218626,0.0009894874,0.004804643,0.001467424,0.002893221,0.02829461],"category_scores_gemma":[0.03873367,0.0004927269,0.002309516,0.003109895,0.0008493019,0.00671698,0.001650917,0.00476502,0.01307333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002779635,"about_ca_system_score_gemma":0.005552099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00557941,"about_ca_topic_score_gemma":0.007553236,"domain_scores_codex":[0.995092,0.001634252,0.001811324,0.0003604281,0.0008911371,0.0002109452],"domain_scores_gemma":[0.9574256,0.01740136,0.00461961,0.0006984552,0.01824302,0.001611891],"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":[0.0002277695,0.00004331729,0.0008746445,0.009604964,0.0001189393,0.0003306122,0.0003326512,0.0002008892,0.0006198105,0.002675364,0.8575721,0.127399],"study_design_scores_gemma":[0.00003881585,0.0001097817,0.0025584,0.0122085,0.0001769483,0.00070236,0.0003620582,0.0001329662,0.0003514869,0.002234218,0.9810681,0.00005637276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002134251,0.2928762,0.01253729,0.4869614,0.1573902,0.0007865719,0.01225733,0.0009366623,0.03412009],"genre_scores_gemma":[0.01878278,0.4477857,0.0308665,0.2879676,0.1582041,0.001419105,0.01728083,0.0009308063,0.03676264],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02829461,"threshold_uncertainty_score":0.09465486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009494694994666247,"score_gpt":0.2667872587512092,"score_spread":0.2572925637565429,"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."}}