{"id":"W6926389506","doi":"10.23641/asha.28229720","title":"Canadian children with CP who require AAC (Coan-Brill et al., 2025)","year":2025,"lang":"en","type":"other","venue":"figshare ASHA Publications","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Augmentative and alternative communication; Population; Augmentative; Exploratory research; Sample (material); Data collection; Research design","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007636015,0.0004495513,0.0003267889,0.001529313,0.005014022,0.001005732,0.000902816,0.0006931951,0.01333896],"category_scores_gemma":[0.0032988,0.0002712904,0.0007530937,0.003648931,0.0005783684,0.0006859429,0.001309009,0.001210574,0.001345822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02767157,"about_ca_system_score_gemma":0.07197237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879749,"about_ca_topic_score_gemma":0.9962451,"domain_scores_codex":[0.9989789,0.00004089982,0.00007753153,0.00008316728,0.0004796703,0.0003399134],"domain_scores_gemma":[0.9976394,0.00006202746,0.0002194853,0.00002732439,0.001434204,0.0006176046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001344878,0.0001344557,0.2736079,0.00161918,0.00007141448,0.002382514,0.004817918,0.0001457975,0.0005390692,0.00306924,0.4885434,0.2249346],"study_design_scores_gemma":[0.00007283162,0.00009467895,0.7532997,0.003148421,0.0001456622,0.00316789,0.01344488,0.0001646591,0.0002648417,0.0005163548,0.2255787,0.0001013055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3774824,0.05250033,0.002104743,0.05209205,0.003535705,0.002180858,0.09603488,0.0002823856,0.4137867],"genre_scores_gemma":[0.8053257,0.05913617,0.00869102,0.01731819,0.0004860488,0.001649721,0.03636685,0.00009490294,0.0709314],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02767157,"threshold_uncertainty_score":0.2007723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0217319141970212,"score_gpt":0.2720886256291769,"score_spread":0.2503567114321557,"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."}}