{"id":"W6960461439","doi":"10.1371/journal.pone.0235534.g002","title":"Behavioral changes reported by participants following dementia screening.","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Nitrogen and Sulfur Effects on Brassica","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Quarter (Canadian coin); Physical activity; Social cognitive theory; Cognitive impairment; Behavior change","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":[],"consensus_categories":[],"category_scores_codex":[0.0006367517,0.0001643998,0.0001806703,0.0005471864,0.0004688768,0.0002990929,0.00018623,0.0003552723,0.00936039],"category_scores_gemma":[0.002076989,0.0000620408,0.0003923599,0.0005174793,0.000112212,0.0002442565,0.0003222051,0.0005243499,0.001526012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002993736,"about_ca_system_score_gemma":0.0002794775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008116259,"about_ca_topic_score_gemma":0.01813702,"domain_scores_codex":[0.9998063,0.00005494884,0.00001778075,0.00002557648,0.00005482322,0.00004055822],"domain_scores_gemma":[0.9988956,0.0001364727,0.0004005922,0.00004101241,0.0002211392,0.0003050886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001850095,0.001277593,0.7988628,0.0007459563,0.000248565,0.000898634,0.003598231,0.0001149662,0.003463124,0.0001036634,0.02580378,0.1630326],"study_design_scores_gemma":[0.00008264471,0.001327999,0.9838697,0.0001859071,0.0001117976,0.0006813107,0.001773269,0.0001052396,0.0006214672,0.0000692621,0.01113914,0.00003216385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9547296,0.001287213,0.000288487,0.0009971685,0.0001577026,0.0004228787,0.01501948,0.0001878673,0.02690963],"genre_scores_gemma":[0.9710076,0.001737231,0.001387725,0.001047189,0.00006654843,0.000665123,0.007522606,0.00002399255,0.01654192],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00936039,"threshold_uncertainty_score":0.03131366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05044906210812491,"score_gpt":0.3050677017027374,"score_spread":0.2546186395946125,"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."}}