{"id":"W4390539155","doi":"10.14283/jpad.2024.4","title":"Ethical Considerations at the Intersection of Social Media and Dementia Prevention Research","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shaughnessy Hospital; University of British Columbia","funders":"","keywords":"Social media; Misinformation; Thematic analysis; Public relations; Psychology; Qualitative research; Dementia; Digital media; Medical education; Medicine; Sociology; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3904234,0.0009184005,0.001918027,0.003166018,0.01980589,0.02251151,0.004139885,0.01737308,0.005607037],"category_scores_gemma":[0.3624135,0.001313295,0.001313028,0.003330326,0.09279244,0.02107212,0.02154892,0.02454283,0.001582754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01024739,"about_ca_system_score_gemma":0.04765651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002683226,"about_ca_topic_score_gemma":0.003744189,"domain_scores_codex":[0.4086259,0.5330626,0.01475907,0.009853667,0.02667361,0.00702513],"domain_scores_gemma":[0.3182494,0.57005,0.02184276,0.03589504,0.02985061,0.02411231],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001802544,0.0002090424,0.004538248,0.001517984,0.00008785792,0.002196425,0.453151,0.0003872366,0.001282202,0.4337834,0.03575533,0.06691094],"study_design_scores_gemma":[0.0001080123,0.0002315854,0.00234254,0.00907312,0.00007360103,0.002980686,0.1899008,0.001008344,0.001342504,0.4545253,0.3382568,0.0001566219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04023165,0.0104128,0.06953084,0.8176444,0.005536116,0.002325247,0.0001491628,0.0001673008,0.05400246],"genre_scores_gemma":[0.6846341,0.006727642,0.07659609,0.2090388,0.004919014,0.009233004,0.0001064539,0.000227056,0.008517864],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3904234,"threshold_uncertainty_score":0.7517165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2729805653489354,"score_gpt":0.5073663445995373,"score_spread":0.2343857792506019,"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."}}