{"id":"W4411895175","doi":"10.1177/20552076251355345","title":"“You can’t categorize lived experiences”: Understanding youth engagement in mobile health in an integrated youth services setting","year":2025,"lang":"en","type":"article","venue":"Digital Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Spinal Cord Injury BC; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Thematic analysis; Youth engagement; mHealth; Mental health; Knowledge management; Psychology; Public relations; Medicine; Qualitative research; Nursing; Psychological intervention; Political science; Computer science; Sociology","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":[0.01083079,0.0004630721,0.000458598,0.002145292,0.006010802,0.008269783,0.001511005,0.001218963,0.001811598],"category_scores_gemma":[0.01175281,0.0004744059,0.0006332301,0.001486918,0.01486672,0.01070156,0.01245267,0.002481629,0.0002159556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005422709,"about_ca_system_score_gemma":0.004366228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079842,"about_ca_topic_score_gemma":0.01677493,"domain_scores_codex":[0.9931409,0.005039844,0.0001924671,0.0003764658,0.0003860271,0.0008642123],"domain_scores_gemma":[0.9953945,0.002722805,0.0006013708,0.0002063427,0.0003683786,0.0007067681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008935001,0.00001528612,0.009930119,0.0000787051,0.000007078542,0.0002149904,0.9791759,0.00002448077,0.0001259393,0.004331704,0.0004392825,0.005647553],"study_design_scores_gemma":[0.000001571304,0.00001338656,0.003583113,0.0001930081,0.000006204314,0.0001516961,0.9896259,0.00008657992,0.00006231856,0.001579557,0.004690406,0.000006318102],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685096,0.001786808,0.007303786,0.007831001,0.0001408657,0.000120995,0.0001096567,0.00002752145,0.01416984],"genre_scores_gemma":[0.9969369,0.0005909243,0.001227709,0.0004998336,0.00001503745,0.00007283152,0.00003690175,0.00001400619,0.0006057402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01083079,"threshold_uncertainty_score":0.05727935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023064572548154,"score_gpt":0.4259114017007021,"score_spread":0.3236049444458867,"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."}}