{"id":"W4390229124","doi":"10.1080/07434618.2023.2295929","title":"Voices from the field: exploring service providers’ insights into service delivery and AAC use in Canada","year":2023,"lang":"en","type":"article","venue":"Augmentative and Alternative Communication","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; Queen's University","funders":"","keywords":"Augmentative and alternative communication; Service provider; Service delivery framework; Thematic analysis; Focus group; Service (business); Psychology; Medical education; Public relations; Medicine; Qualitative research; Business; Marketing; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008961169,0.0005981914,0.0007198756,0.002930523,0.03316788,0.01179333,0.002400001,0.002290804,0.003342955],"category_scores_gemma":[0.0175684,0.0007638515,0.0005106673,0.005817447,0.01195726,0.00362923,0.00783669,0.005153843,0.0002319968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1213281,"about_ca_system_score_gemma":0.2235668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9846056,"about_ca_topic_score_gemma":0.9899575,"domain_scores_codex":[0.9865992,0.004955392,0.0004594237,0.000668821,0.0029078,0.004409332],"domain_scores_gemma":[0.9802291,0.007863242,0.001282008,0.0002922892,0.005780517,0.004552764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002727926,0.00001437364,0.006917686,0.00009967658,0.000005074402,0.0007671685,0.9814755,0.00006133194,0.0002995974,0.001767544,0.002726457,0.00583837],"study_design_scores_gemma":[0.000001983513,0.000007006885,0.002170286,0.000108131,0.000003611861,0.00005952439,0.9869037,0.00007036043,0.00005495182,0.000138437,0.01046711,0.00001489435],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114131,0.003674242,0.001478132,0.04522701,0.0003774252,0.0002153767,0.0005988241,0.00004415867,0.03697167],"genre_scores_gemma":[0.9894706,0.0022997,0.0006660419,0.00324539,0.00003385131,0.00005093721,0.0001091999,0.00003927877,0.004085077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1213281,"threshold_uncertainty_score":0.8803008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1854163563041586,"score_gpt":0.4101627176629838,"score_spread":0.2247463613588252,"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."}}