{"id":"W6977897081","doi":"10.6084/m9.figshare.c.7253958.v1","title":"Youth not engaged in education, employment, or training: a discrete choice experiment of service preferences in Canada","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; McGill University; Douglas Mental Health University Institute; University of Toronto; SickKids Foundation; Centre for Addiction and Mental Health","funders":"","keywords":"Service (business); Latent class model; Preference; Population; Class (philosophy); Work (physics); Educational attainment","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":[0.006461524,0.0007650892,0.001060402,0.0007015664,0.005851431,0.002580279,0.001795605,0.001402396,0.005177892],"category_scores_gemma":[0.008594777,0.0006782807,0.0009737715,0.001257125,0.002468495,0.0008748935,0.001336911,0.001683892,0.0003576052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04188375,"about_ca_system_score_gemma":0.05657681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9629267,"about_ca_topic_score_gemma":0.9806193,"domain_scores_codex":[0.9957864,0.001482405,0.0001750865,0.000522318,0.0008767712,0.001157051],"domain_scores_gemma":[0.9933305,0.002679572,0.0006033325,0.0003458786,0.001575121,0.001465483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05090628,0.08779938,0.594633,0.001505109,0.0005804831,0.002371191,0.08914752,0.01322539,0.01868293,0.01665019,0.01722485,0.1072736],"study_design_scores_gemma":[0.01082213,0.02614514,0.7666928,0.0005632848,0.0004419996,0.0001987076,0.07356026,0.08347326,0.006260712,0.005283624,0.0255237,0.001034443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972358,0.00004419724,0.0002039567,0.0001112236,0.00001147839,0.0006588669,0.0003962536,0.000006246784,0.001331891],"genre_scores_gemma":[0.9909134,0.0001516261,0.002666129,0.0002263957,0.000008223946,0.001377629,0.0006187452,0.00001028148,0.004027519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04188375,"threshold_uncertainty_score":0.3038893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1885188725076907,"score_gpt":0.339711613716383,"score_spread":0.1511927412086923,"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."}}