{"id":"W4312087916","doi":"10.1002/alz.060826","title":"Dementia Research Engagement on Social Media: A Content Analysis","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Social media; Dementia; Content analysis; Context (archaeology); Psychology; Coding (social sciences); Inclusion (mineral); Internet privacy; Sociology; Medicine; Computer science; World Wide Web; Social psychology; Social science; Disease","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":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01688631,0.0004340631,0.0008032408,0.01422432,0.002065577,0.004070002,0.001010806,0.0006871321,0.002431044],"category_scores_gemma":[0.05216227,0.0004459456,0.001041122,0.01361956,0.002345965,0.003880469,0.00445185,0.0007997677,0.0005086064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004447849,"about_ca_system_score_gemma":0.004442928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003957027,"about_ca_topic_score_gemma":0.005316074,"domain_scores_codex":[0.9878314,0.006764883,0.001555203,0.000730243,0.002470561,0.0006476592],"domain_scores_gemma":[0.94028,0.04306797,0.004252666,0.001734905,0.01003029,0.0006342281],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005618921,0.000651708,0.2238389,0.009048045,0.0002516884,0.001057726,0.4914439,0.0007486988,0.00673623,0.0103802,0.01109529,0.2441858],"study_design_scores_gemma":[0.0001585586,0.0006253772,0.3541988,0.005576217,0.0004546862,0.000766704,0.5519382,0.01185851,0.005973497,0.007112888,0.0611318,0.0002047278],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596258,0.0004631495,0.01620862,0.001358489,0.00007900382,0.009465161,0.004944989,0.0001277116,0.0077271],"genre_scores_gemma":[0.8997914,0.0008798315,0.07442328,0.0005674549,0.00008943211,0.01725328,0.004109599,0.0001438335,0.002741943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.99593,"threshold_uncertainty_score":0.08930439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5234200484396595,"score_gpt":0.4828487829473217,"score_spread":0.0405712654923378,"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."}}