{"id":"W3209874526","doi":"10.2196/33335","title":"A Virtual Community for Disability Advocacy: Development of a Searchable Artificial Intelligence–Supported Platform","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's and Gender Studies et Recherches Féministes; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Upload; Computer science; World Wide Web; International Classification of Functioning, Disability and Health; Internet privacy; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003091492,0.0005472815,0.0003482889,0.001490613,0.001513224,0.003128089,0.002351763,0.001400552,0.00639852],"category_scores_gemma":[0.005407951,0.0003446134,0.0006944871,0.0006456015,0.001111,0.005651509,0.006577513,0.001220767,0.002192222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007610799,"about_ca_system_score_gemma":0.003356894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002257298,"about_ca_topic_score_gemma":0.00175199,"domain_scores_codex":[0.9982742,0.0006727559,0.0001254217,0.0002705739,0.0004702523,0.0001867],"domain_scores_gemma":[0.9969332,0.0007416442,0.0001547342,0.0005587609,0.0005654041,0.001046197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001141815,0.004322672,0.01438898,0.001285635,0.0001814471,0.003982422,0.01498288,0.01878012,0.07031458,0.1202367,0.0546931,0.6956897],"study_design_scores_gemma":[0.0005219828,0.002019004,0.007713564,0.0006478122,0.0001909617,0.002304401,0.005851095,0.278951,0.04050839,0.05315994,0.6076833,0.0004485394],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1688174,0.0002903025,0.7562335,0.002357426,0.0003949115,0.004720832,0.0008314526,0.02142005,0.0449341],"genre_scores_gemma":[0.2642609,0.0002051557,0.7127993,0.0003292683,0.00006754512,0.001815467,0.002105745,0.0009244672,0.0174921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00639852,"threshold_uncertainty_score":0.02140522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2552038008521229,"score_gpt":0.4873719192480888,"score_spread":0.232168118395966,"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."}}