{"id":"W6884624405","doi":"10.11575/prism/dspace/41256","title":"Physical Activity and Psychiatric Hospitalizations among Canadian Adolescents and Young Adults: A Longitudinal Study Utilizing Record Linkage","year":2022,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Longitudinal study; Anxiety; Incidence (geometry); Mood; Physical activity; Young adult; Depression (economics); Record linkage","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":[0.007673971,0.0006944755,0.0013123,0.006285918,0.003627496,0.002250457,0.002614131,0.0007770261,0.001627275],"category_scores_gemma":[0.02045794,0.0009793908,0.002178238,0.01818604,0.0006060625,0.0009077097,0.00219189,0.001309273,0.0002188163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0254979,"about_ca_system_score_gemma":0.05162199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796939,"about_ca_topic_score_gemma":0.9844178,"domain_scores_codex":[0.9924776,0.001228158,0.001127302,0.001428024,0.00283923,0.0008996453],"domain_scores_gemma":[0.9859493,0.001428759,0.003658077,0.001098514,0.007122222,0.0007431721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001335705,0.00005508781,0.9881314,0.0005491147,0.001121421,0.00005428317,0.0006574609,0.0001221781,0.00006087827,0.0001243075,0.002676988,0.006313307],"study_design_scores_gemma":[0.0000620842,0.00005256861,0.9938149,0.0004871518,0.0009671213,0.00008429008,0.00087732,0.0006043462,0.00008067676,0.00005966993,0.002873536,0.00003633433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8822331,0.01482861,0.003339429,0.001416724,0.0001156511,0.002295133,0.09129494,0.0001150621,0.004361167],"genre_scores_gemma":[0.9537888,0.006740901,0.006324189,0.0007388443,0.00004986062,0.002012145,0.02940449,0.00003464661,0.000906122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0254979,"threshold_uncertainty_score":0.1850011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484306935520519,"score_gpt":0.3027468363386331,"score_spread":0.2779037669834279,"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."}}