{"id":"W3124338218","doi":"10.2196/23193","title":"A Theory of Change for Web-Based Therapy and Support Services for Children and Young People: Collaborative Qualitative Exploration","year":2021,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Service (business); Psychology; Mental health; Service delivery framework; Medical education; Knowledge management; Medicine; Computer science; Psychotherapist; Business; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004643557,0.0001066987,0.0001836319,0.00008331268,0.0001281658,0.00005929254,0.00003370217,0.00005898553,0.00001606858],"category_scores_gemma":[0.00003020252,0.0001047269,0.00003967733,0.0002050456,0.0000321642,0.0002111963,0.00002535547,0.00003927936,4.495854e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007327848,"about_ca_system_score_gemma":0.00004073948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002267629,"about_ca_topic_score_gemma":0.000209917,"domain_scores_codex":[0.9991068,0.0001183079,0.0002850795,0.0002481879,0.00007458999,0.0001670293],"domain_scores_gemma":[0.9989635,0.0004313575,0.0002482161,0.00007654732,0.0002237536,0.00005657299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001503167,0.0014047,0.4589091,0.003809656,0.0002771038,0.000002518261,0.3034065,5.222558e-7,0.0001496022,0.05534139,0.001601472,0.1735943],"study_design_scores_gemma":[0.008308552,0.002926097,0.8854127,0.0001857014,0.0001641289,0.00001152329,0.0870674,0.0002630183,0.0004934364,0.01340674,0.001228175,0.0005325354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933343,0.002603565,0.0005098257,0.000346167,0.0002719167,0.001429335,0.00132631,0.00001688417,0.000161686],"genre_scores_gemma":[0.9971876,0.000140087,0.0006080779,0.00009923916,0.0001313704,0.001178871,0.0004917372,0.00001671157,0.0001463036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4265036,"threshold_uncertainty_score":0.4270638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09552163299727483,"score_gpt":0.4178927170539353,"score_spread":0.3223710840566605,"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."}}