{"id":"W3210987384","doi":"10.2196/28661","title":"Listening to Stakeholders Involved in Speech-Language Therapy for Children With Communication Disorders: Content Analysis of Apple App Store Reviews","year":2021,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Computer science; Augmentative and alternative communication; Active listening; Medical education; Psychology; World Wide Web; Multimedia; Applied psychology; Medicine; Communication; Human–computer interaction","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":[0.02014269,0.0005102907,0.0007206172,0.01362806,0.001678071,0.002750082,0.0009635087,0.0007050511,0.0007158789],"category_scores_gemma":[0.1276378,0.0005449548,0.0005640607,0.009595122,0.001529571,0.003198876,0.003162392,0.0007355879,0.0001790797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00438595,"about_ca_system_score_gemma":0.006865514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005802983,"about_ca_topic_score_gemma":0.01256052,"domain_scores_codex":[0.9769534,0.01177172,0.003073812,0.001399079,0.00596442,0.0008376139],"domain_scores_gemma":[0.7994882,0.15804,0.01589389,0.001877495,0.02358917,0.001111294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000237323,0.0001099125,0.07865267,0.01338631,0.0001611434,0.002200212,0.7177778,0.0003812003,0.004967192,0.001719131,0.00914275,0.1712643],"study_design_scores_gemma":[0.00003244977,0.0002606415,0.2202815,0.01574713,0.0002844862,0.001726367,0.6506696,0.002442255,0.003590666,0.001300468,0.1034783,0.000186008],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735747,0.005163064,0.005918344,0.0019255,0.0001307679,0.00308961,0.003016911,0.0001187609,0.007062367],"genre_scores_gemma":[0.957597,0.007099062,0.02057994,0.001183069,0.00009656182,0.007778602,0.002926829,0.0001623327,0.002576523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02014269,"threshold_uncertainty_score":0.106526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691450483515041,"score_gpt":0.4197900725742971,"score_spread":0.250645024222793,"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."}}