{"id":"W4379467932","doi":"10.1186/s12888-023-04809-6","title":"Infusing wellness opportunities into integrated youth services","year":2023,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Douglas College; University of British Columbia; Providence Health Care; University of British Columbia Hospital","funders":"Michael Smith Health Research BC; St. Paul's Foundation","keywords":"Mental health; Recreation; Focus group; Demographics; Young adult; Psychology; Youth engagement; Promotion (chess); Gerontology; Medicine; Psychiatry; Public relations; Sociology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001004451,0.0002036566,0.0002380122,0.0002440751,0.0009663706,0.00001774764,0.0002340712,0.000181616,0.0003244194],"category_scores_gemma":[0.00001004862,0.0001735429,0.00005582602,0.0005661105,0.00003712801,0.0001897587,0.00015111,0.000393568,0.001817903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537519,"about_ca_system_score_gemma":0.001275549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002828342,"about_ca_topic_score_gemma":0.004928394,"domain_scores_codex":[0.9975704,0.0004448536,0.0006857842,0.0002788935,0.0003695237,0.0006505633],"domain_scores_gemma":[0.998827,0.00007782663,0.0002459974,0.0003483569,0.0001210646,0.0003797297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000235811,0.0001131623,0.9298022,0.007849365,0.00001941508,0.000001103568,0.03572793,0.00002020743,0.000006302518,0.00433815,0.01892048,0.002965828],"study_design_scores_gemma":[0.002210804,0.000248015,0.01799791,0.003954112,0.00004634227,6.507194e-7,0.8777805,0.001193678,0.00001251089,0.01001099,0.08604612,0.0004983772],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694251,0.0003262127,0.00007238384,0.0007110742,0.01037427,0.0008154163,0.0001085356,0.0005298812,0.01763706],"genre_scores_gemma":[0.9751418,0.0001782354,0.001992475,0.01048311,0.001257425,0.0002614815,0.004575811,0.0000828905,0.006026802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9118043,"threshold_uncertainty_score":0.9989593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3369696709957144,"score_gpt":0.4283651469644128,"score_spread":0.0913954759686984,"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."}}