{"id":"W7133164573","doi":"","title":"2023 Longitudinal Canadian Health Survey on Children and Youth (CHSCY)","year":2025,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longitudinal data; Sample (material); Pandemic; Longitudinal study; Data collection; National Longitudinal Surveys; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001499043,0.0009503754,0.000912375,0.002245482,0.002760255,0.001335546,0.002035388,0.0007316187,0.0186692],"category_scores_gemma":[0.003832172,0.0006314559,0.001228315,0.00588516,0.0002729844,0.0006562943,0.001484258,0.001431748,0.005282429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0282042,"about_ca_system_score_gemma":0.06729586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966528,"about_ca_topic_score_gemma":0.9977903,"domain_scores_codex":[0.9989805,0.00007171572,0.00007604974,0.000117521,0.000396947,0.0003572058],"domain_scores_gemma":[0.9969019,0.00007697364,0.0001604747,0.00009499882,0.002239582,0.0005262067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001981027,0.00006428399,0.06461236,0.0005111526,0.0001760449,0.00007268793,0.0003084716,0.0002447133,0.0001855714,0.00128012,0.915036,0.01731049],"study_design_scores_gemma":[0.0002063068,0.00005097683,0.7476301,0.0007594581,0.0001724886,0.0000725791,0.0009984535,0.0006645339,0.0003215556,0.0003963654,0.2486402,0.00008702601],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.008725272,0.0004966849,0.0002531475,0.0008653046,0.0001229464,0.0002698097,0.981883,0.0001629082,0.007220771],"genre_scores_gemma":[0.05262975,0.001808215,0.004065623,0.001849567,0.00006862721,0.001448157,0.9165628,0.0001441103,0.02142309],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0282042,"threshold_uncertainty_score":0.2046368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02404553363101621,"score_gpt":0.2749334257403989,"score_spread":0.2508878921093827,"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."}}