{"id":"W1884582548","doi":"10.3109/09638288.2015.1052578","title":"Enhancing social participation in young people with communication disabilities living in rural Australia: outcomes of a home-based intervention for using social media","year":2015,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Government","keywords":"Intervention (counseling); Social media; Psychology; Gerontology; Social engagement; Rural area; Medicine; Sociology; Computer science; Psychiatry; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003437959,0.0001414122,0.0004289243,0.0001182629,0.0003258431,0.000007862392,0.0001337924,0.0002510269,0.00001662308],"category_scores_gemma":[0.005663997,0.0001280421,0.00008291549,0.000321795,0.001083659,0.0002871559,0.00008506386,0.000327497,6.478125e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007090408,"about_ca_system_score_gemma":0.0001006289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480505,"about_ca_topic_score_gemma":0.1437101,"domain_scores_codex":[0.9968103,0.001600341,0.0009351745,0.0002277302,0.0001754477,0.0002509938],"domain_scores_gemma":[0.9921752,0.006812386,0.0003520659,0.0003044534,0.0003160982,0.00003982466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003015423,0.0006320022,0.9270524,0.0004924411,0.000007598277,5.448657e-9,0.0681511,0.00003013264,0.00005349965,0.002817048,0.000003679337,0.0004584852],"study_design_scores_gemma":[0.001686261,0.0001164368,0.8382481,0.0002604097,0.0000219879,5.066687e-8,0.1538709,0.001164035,0.00001350461,0.004511727,0.000001202085,0.0001053085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949599,0.00001759222,0.001631773,0.001898798,0.00008276499,0.001307324,0.00002690166,0.00004386272,0.00003109541],"genre_scores_gemma":[0.9956154,9.568624e-7,0.003420975,0.00000888315,0.0000167632,0.000851301,0.0000689556,0.00001142073,0.000005360465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1412296,"threshold_uncertainty_score":0.871915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125438195547713,"score_gpt":0.4638045445201258,"score_spread":0.3512607249653545,"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."}}