{"id":"W2981099263","doi":"10.2196/12336","title":"The Challenges of Including Patients With Aphasia in Qualitative Research for Health Service Redesign: Qualitative Interview Study","year":2019,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal Hobart Hospital Research Foundation","keywords":"Aphasia; Interview; Thematic analysis; Comprehension; Qualitative research; Psychology; Speech-Language Pathology; Stroke (engine); Health care; Medicine; Medical education; Physical therapy; Psychiatry; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1034516,0.001133128,0.00166754,0.003688911,0.01445714,0.008669213,0.003911055,0.0035577,0.003480804],"category_scores_gemma":[0.09098642,0.001685334,0.001224194,0.004809451,0.01747308,0.008554714,0.01166788,0.006923698,0.0006738834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01354585,"about_ca_system_score_gemma":0.01635012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006608847,"about_ca_topic_score_gemma":0.01033562,"domain_scores_codex":[0.9112182,0.07771204,0.002549463,0.001846991,0.002415314,0.004258064],"domain_scores_gemma":[0.815195,0.1595647,0.005514575,0.003123234,0.01061401,0.005988512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003198226,0.00003582714,0.000648044,0.0002270229,0.000004972259,0.0003145306,0.9943278,0.00006078979,0.0003180571,0.001194874,0.0003120889,0.002523988],"study_design_scores_gemma":[0.00001106962,0.00004295168,0.0002254227,0.0003434372,0.000004137149,0.0001349601,0.9936283,0.0001571812,0.0001821795,0.0007510932,0.004505096,0.00001411205],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235176,0.003151433,0.03884486,0.01668044,0.0004543181,0.00649962,0.0007180141,0.0001295184,0.01000414],"genre_scores_gemma":[0.9659395,0.002376672,0.0171839,0.003338485,0.00006723771,0.008099239,0.0001906619,0.00008001147,0.002724138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1034516,"threshold_uncertainty_score":0.5471108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6514856733688092,"score_gpt":0.6101475453532241,"score_spread":0.04133812801558512,"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."}}