{"id":"W7117299584","doi":"10.1002/alz70858_105684","title":"Feasibility pilot of Cooking Together: Preliminary results","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sheridan College; Research Institute for Aging; University of Waterloo","funders":"","keywords":"Data collection; Work (physics); Quality (philosophy); Key (lock)","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":[0.01717088,0.001461712,0.0006600778,0.0005345186,0.001809761,0.001157093,0.002142409,0.001747822,0.006875734],"category_scores_gemma":[0.02087235,0.0008154382,0.00119373,0.0003811264,0.001366396,0.001270822,0.002339504,0.002127096,0.001933691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027463,"about_ca_system_score_gemma":0.004738563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005064701,"about_ca_topic_score_gemma":0.006125141,"domain_scores_codex":[0.9928589,0.004139829,0.000431119,0.0005712398,0.0008484215,0.001150642],"domain_scores_gemma":[0.9844861,0.007109909,0.0006158723,0.001641265,0.003624396,0.002522447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02990866,0.3890489,0.1155109,0.004388429,0.0004125249,0.005416899,0.04586584,0.002370773,0.04540796,0.00112661,0.01096722,0.3495754],"study_design_scores_gemma":[0.01765801,0.6123167,0.27474,0.0007908127,0.0006757823,0.001833495,0.02269759,0.005067784,0.03318619,0.001462342,0.02931536,0.0002560289],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8846747,0.00007249184,0.01026387,0.0005094773,0.000129721,0.0973177,0.0009681258,0.0003281489,0.005735827],"genre_scores_gemma":[0.8246008,0.0002722001,0.06124063,0.001026082,0.0001323674,0.1059031,0.001950294,0.000120592,0.004753875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01717088,"threshold_uncertainty_score":0.09080935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085072890168474,"score_gpt":0.3517859884483989,"score_spread":0.3009352595467142,"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."}}