{"id":"W7134274312","doi":"10.17605/osf.io/dwem5","title":"2023 Longitudinal Canadian Health Survey on Children and Youth (CHSCY)","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Longitudinal data; Sample (material); Pandemic; Longitudinal study; Data collection; National Longitudinal Surveys; Public health","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001641727,0.0007933333,0.0008770311,0.002368961,0.002927102,0.001094898,0.00192376,0.0006662656,0.007470675],"category_scores_gemma":[0.003255902,0.000621964,0.001139419,0.006062583,0.0002862735,0.0006554327,0.001501358,0.001684237,0.001899201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02824706,"about_ca_system_score_gemma":0.06162241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956151,"about_ca_topic_score_gemma":0.997784,"domain_scores_codex":[0.9989015,0.00009155163,0.00009294549,0.0001128018,0.0004534337,0.0003477134],"domain_scores_gemma":[0.9960967,0.00007892097,0.0002490226,0.0000900341,0.00285055,0.0006348665],"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":[0.0002856771,0.0001853477,0.2936159,0.0009960323,0.0003599783,0.0001558525,0.0008378755,0.0004004307,0.000387035,0.001641112,0.6740056,0.0271292],"study_design_scores_gemma":[0.00008778735,0.00004681617,0.9327118,0.0004286122,0.0001052078,0.00005087787,0.0009035501,0.0002916252,0.0001518801,0.000145352,0.06503309,0.0000432793],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.03892412,0.001276777,0.0005021129,0.001819564,0.0002442214,0.0007822145,0.9462636,0.0001751668,0.0100122],"genre_scores_gemma":[0.1747105,0.004844702,0.006134606,0.003364708,0.0001297305,0.003856567,0.7855708,0.0001114955,0.02127686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02824706,"threshold_uncertainty_score":0.2049477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1987369184496067,"score_gpt":0.4496139548242549,"score_spread":0.2508770363746483,"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."}}