{"id":"W4416736609","doi":"10.2196/76512","title":"Facilitating Communication With Children and Young Adults With Special Health Care Needs Through a Web-Based Application: Qualitative Descriptive Study","year":2025,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Descriptive research; Health care; Qualitative research; Young adult; Anxiety; Medical care; Health services","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":[0.01352982,0.0005983379,0.000942633,0.002510049,0.007545452,0.003498933,0.001811973,0.001375214,0.00268678],"category_scores_gemma":[0.02137391,0.0008237534,0.0005512504,0.002024171,0.006111191,0.003287916,0.005463457,0.002054989,0.0003152045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005651279,"about_ca_system_score_gemma":0.00647891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005746996,"about_ca_topic_score_gemma":0.01068573,"domain_scores_codex":[0.9922169,0.005108929,0.0003953109,0.0004655161,0.0007143228,0.001099015],"domain_scores_gemma":[0.9763633,0.01891797,0.001338214,0.0004647463,0.0015438,0.001371871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003365123,0.0000785901,0.003888059,0.0003493393,0.000004295199,0.0009830717,0.9885707,0.00001965635,0.0005896562,0.0004517528,0.0002902322,0.004740993],"study_design_scores_gemma":[0.000006196572,0.00008375135,0.002412852,0.0002363702,0.000004851145,0.0003859189,0.9920684,0.00004380591,0.0002638244,0.0001010851,0.004382797,0.00001013823],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932616,0.0006802926,0.001403905,0.0006687436,0.00003023754,0.0006739051,0.0002177176,0.00001690193,0.003046761],"genre_scores_gemma":[0.9923446,0.001388948,0.002503861,0.0005710074,0.00001962904,0.001309502,0.0001464743,0.00002575727,0.001690186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01352982,"threshold_uncertainty_score":0.07155341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04353100031049566,"score_gpt":0.4112179061439364,"score_spread":0.3676869058334408,"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."}}