{"id":"W4404990614","doi":"10.1038/s41598-024-81273-6","title":"Longitudinal study examining the relationship between physical activity and psychiatric hospitalizations in canadian adolescents and young adults utilizing record linkage","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Incidence (geometry); Medicine; Anxiety; Mood; Mental health; Psychiatry; Young adult; Rate ratio; Physical activity; Longitudinal study; Demography; Confidence interval; Gerontology; Physical therapy; Internal medicine","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":[0.009748649,0.000719294,0.00128294,0.00481989,0.002462444,0.001559257,0.001788493,0.0006472527,0.001727661],"category_scores_gemma":[0.0273238,0.0007920057,0.002488495,0.01512233,0.000606228,0.0007228092,0.00135385,0.001195415,0.0001666078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01868874,"about_ca_system_score_gemma":0.03714002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9708673,"about_ca_topic_score_gemma":0.9728754,"domain_scores_codex":[0.9933813,0.001426565,0.001022935,0.001084106,0.002505826,0.0005794133],"domain_scores_gemma":[0.9813924,0.002896818,0.00509361,0.001229657,0.008605845,0.0007816651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003050084,0.00006256393,0.9723901,0.002039166,0.005328265,0.00005906359,0.0007108348,0.0001548229,0.00008904228,0.0001793089,0.003208601,0.01547333],"study_design_scores_gemma":[0.0001199724,0.00009713142,0.9893523,0.001191171,0.004232225,0.00008290821,0.0005874398,0.0005532981,0.0001159712,0.00007299556,0.003554828,0.00003977145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8659489,0.06939445,0.00457774,0.002162737,0.0002542596,0.001615288,0.05008889,0.0001229433,0.005834812],"genre_scores_gemma":[0.9578081,0.02047883,0.004473864,0.001049529,0.00009176113,0.0009374295,0.01429574,0.00002972869,0.0008348551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02913272,"threshold_uncertainty_score":0.1355969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07954525122614324,"score_gpt":0.3501155732503383,"score_spread":0.270570322024195,"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."}}