{"id":"W7132932130","doi":"","title":"Left to Their Own Devices: Digital Media use among Youth in Residential Treatment an Exploratory Study","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Hospital for Sick Children; University of Toronto","keywords":"Service provider; Exploratory research; Digital media; Qualitative research; Service (business); Media use; Youth studies; Mental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00350762,0.0004025963,0.0006350142,0.001549308,0.009502857,0.00402036,0.001249011,0.0011097,0.002392364],"category_scores_gemma":[0.005023985,0.0006084681,0.0005014603,0.00179615,0.004658784,0.002714718,0.004385121,0.002159213,0.0001904458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004319767,"about_ca_system_score_gemma":0.00492391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02761687,"about_ca_topic_score_gemma":0.05418479,"domain_scores_codex":[0.9971982,0.001575591,0.0001287797,0.0001617607,0.0002541049,0.0006815736],"domain_scores_gemma":[0.9970932,0.001537664,0.0003909205,0.0001027795,0.0002674224,0.0006079141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001181132,0.00005545448,0.01127896,0.00005583795,0.000002547702,0.0004830048,0.9840222,0.000009620117,0.0002249315,0.0004447644,0.000275678,0.003135214],"study_design_scores_gemma":[0.000001598683,0.00003640453,0.005562444,0.00005552511,0.000004416986,0.0001832206,0.9912707,0.00002144255,0.0001310298,0.00006547512,0.002662671,0.000005030516],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968657,0.0002244858,0.0002957581,0.0005769423,0.00001376331,0.0001010864,0.00009242493,0.00000690358,0.001822821],"genre_scores_gemma":[0.9978416,0.0004228676,0.0003894556,0.0003017718,0.000008947881,0.0001420606,0.00003907759,0.000006424874,0.0008478041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02761687,"threshold_uncertainty_score":0.05491221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013090322511032,"score_gpt":0.4293814181550084,"score_spread":0.3280723859039052,"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."}}