{"id":"W7048105871","doi":"","title":"Investigating the prevalence of smartphone-associated anxiety among Canadian university students: An environmental scan","year":2020,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Public health; MEDLINE; Epidemiology","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":[0.0008573581,0.0003962215,0.0004358181,0.002647769,0.004922842,0.001836854,0.001690158,0.0008330271,0.002530691],"category_scores_gemma":[0.002817915,0.0005279233,0.0008759046,0.004522263,0.00105608,0.0007112548,0.00151686,0.001136183,0.0002408694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01237912,"about_ca_system_score_gemma":0.02207213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9795361,"about_ca_topic_score_gemma":0.9899739,"domain_scores_codex":[0.9986224,0.0000924358,0.0000771646,0.0001794962,0.0005534809,0.0004750576],"domain_scores_gemma":[0.9972715,0.0001565523,0.0004696102,0.00006593196,0.001517824,0.0005186281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004302298,0.00009753313,0.9899872,0.00004821182,0.00004847702,0.0001096671,0.003917867,0.00002063754,0.0005439463,0.0001126139,0.000569818,0.004501121],"study_design_scores_gemma":[0.000001727439,0.00003103952,0.9939708,0.00002132595,0.00001667421,0.00005201781,0.005336595,0.00003993338,0.00004152628,0.000009467394,0.0004693765,0.00000967163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956326,0.000255256,0.00007624443,0.000222717,0.00000818758,0.00006393096,0.001235132,0.000005982512,0.002499892],"genre_scores_gemma":[0.997233,0.0004638061,0.0003355455,0.0002151518,0.000007865184,0.00005359205,0.0005857975,0.000005330393,0.001100043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02046388,"threshold_uncertainty_score":0.08981729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04965221057701315,"score_gpt":0.2643856483241752,"score_spread":0.2147334377471621,"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."}}