{"id":"W2750444645","doi":"10.1111/eip.12470","title":"Investigating service features to sustain engagement in early intervention mental health services","year":2017,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster Children's Hospital; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Health Services Research Foundation","keywords":"Intervention (counseling); Mental health; Service (business); Mental health service; Latent class model; Modalities; Medicine; Psychology; Psychiatry; Nursing; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00306057,0.0002291757,0.0002353211,0.0006663027,0.0005750536,0.00143225,0.000536633,0.0007197442,0.0037433],"category_scores_gemma":[0.02780472,0.0001502695,0.0006218313,0.0009263954,0.0005341857,0.001559107,0.001067599,0.000776253,0.0001873081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002897238,"about_ca_system_score_gemma":0.003003887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004172653,"about_ca_topic_score_gemma":0.009572175,"domain_scores_codex":[0.9980049,0.001145172,0.000108833,0.00008507323,0.0002629475,0.0003931144],"domain_scores_gemma":[0.9882086,0.006226026,0.002997235,0.0001900432,0.0006850406,0.001693003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003401642,0.00219096,0.8713887,0.0005449119,0.0002214125,0.0002161247,0.003747197,0.002716343,0.0007239034,0.001337016,0.0009352741,0.1125765],"study_design_scores_gemma":[0.0002052421,0.003747602,0.9699587,0.0002889868,0.0001717528,0.0002074896,0.0100009,0.01144784,0.0006935231,0.001821481,0.001424973,0.0000315655],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980175,0.00008742874,0.0003384744,0.0005613936,0.000004854057,0.00009292294,0.00008821636,0.000008428761,0.0008007747],"genre_scores_gemma":[0.9994904,0.00002857542,0.0003325444,0.00002608037,0.000002769512,0.0000374708,0.00003872077,0.00000135563,0.00004209245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004172653,"threshold_uncertainty_score":0.02102101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095719902884946,"score_gpt":0.3846046663778205,"score_spread":0.3636474673489711,"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."}}