{"id":"W4399033781","doi":"10.1186/s12889-024-18877-0","title":"Youth not engaged in education, employment, or training: a discrete choice experiment of service preferences in Canada","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; McGill University; Douglas College; St. Joseph’s Healthcare Hamilton; Hospital for Sick Children; Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Biostatistics; Medicine; Public health; Service (business); Medical education; Training (meteorology); Epidemiology; Gerontology; Nursing; Marketing","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":[0.006476584,0.000753839,0.001042994,0.0006680253,0.005845827,0.002492462,0.001683612,0.001289328,0.004513399],"category_scores_gemma":[0.008055587,0.0006624502,0.0009248106,0.001253324,0.002421395,0.0008619283,0.001320312,0.001619727,0.0003230651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04007859,"about_ca_system_score_gemma":0.05992809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.965159,"about_ca_topic_score_gemma":0.9816761,"domain_scores_codex":[0.9959765,0.001348036,0.0001711527,0.0005034999,0.0008588158,0.001141965],"domain_scores_gemma":[0.9942594,0.002211291,0.0005354296,0.0002841016,0.001360913,0.001348982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05669788,0.09529651,0.5703758,0.001440331,0.0005571127,0.002407231,0.09866491,0.01236549,0.0196168,0.01618682,0.01688047,0.1095107],"study_design_scores_gemma":[0.01275941,0.0310678,0.7533265,0.0005428009,0.0004627139,0.0002210027,0.08132396,0.08202379,0.006620007,0.004980437,0.02570714,0.0009645317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972059,0.0000455162,0.0001924395,0.000117113,0.00001129199,0.0006980339,0.0003683978,0.000005947456,0.001355303],"genre_scores_gemma":[0.9906644,0.0001749908,0.002797092,0.0002294239,0.000008060631,0.001334894,0.0006007619,0.00001008472,0.004180399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04007859,"threshold_uncertainty_score":0.2907919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.213343168923746,"score_gpt":0.4097411858724497,"score_spread":0.1963980169487038,"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."}}