{"id":"W4383998198","doi":"10.1080/17483107.2023.2233986","title":"Models and frameworks for guiding assessment for aided Augmentative and Alternative communication (AAC): a scoping review","year":2023,"lang":"en","type":"review","venue":"Disability and Rehabilitation Assistive Technology","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Augmentative and alternative communication; Context (archaeology); Computer science; Conceptual model; Grounded theory; Systematic review; Variety (cybernetics); Conceptual framework; Management science; Process (computing); Knowledge management; Psychology; Applied psychology; Data science; Artificial intelligence; Qualitative research; MEDLINE; Engineering","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":[0.05353662,0.004016928,0.005065405,0.04650111,0.002866496,0.01227662,0.007423547,0.004843513,0.006458289],"category_scores_gemma":[0.1278723,0.002026199,0.009506394,0.03406013,0.004395501,0.0124352,0.005539839,0.005101824,0.001312622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02020528,"about_ca_system_score_gemma":0.05175591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03529028,"about_ca_topic_score_gemma":0.04843422,"domain_scores_codex":[0.9744741,0.01152017,0.007445283,0.001514363,0.004542808,0.0005033127],"domain_scores_gemma":[0.8831984,0.09493233,0.007736449,0.002336356,0.01121749,0.0005788398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008779035,0.0001342372,0.001883029,0.3961575,0.001203391,0.0003362139,0.006111126,0.006327839,0.0002065368,0.09193651,0.01610325,0.4795125],"study_design_scores_gemma":[0.0000322677,0.00004862334,0.000984162,0.8518029,0.002162284,0.0002374566,0.003829857,0.002062515,0.000186459,0.02826045,0.1102934,0.00009963352],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001223212,0.9646136,0.01664134,0.006854765,0.0006033528,0.002182312,0.0009543902,0.0001259189,0.006801135],"genre_scores_gemma":[0.02503132,0.9195099,0.0471126,0.001504281,0.0001536366,0.004660275,0.001124003,0.00004558037,0.0008584684],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05353662,"threshold_uncertainty_score":0.283132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2558798578408115,"score_gpt":0.5712842473681823,"score_spread":0.3154043895273708,"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."}}