{"id":"W6923074163","doi":"10.1371/journal.pone.0277243.t002","title":"Unadjusted and multivariable logistic regression models for anxiety symptoms (GAD-7 10+), Canadian adults aged 18+ years during the COVID-19 pandemic.","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Anxiety; Multivariable calculus; Depression (economics); Association (psychology); Regression analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005970395,0.0002144772,0.0002493612,0.0001690727,0.001821677,0.0001513835,0.0008472166,0.0004930416,0.2190607],"category_scores_gemma":[0.01372035,0.0001748504,0.00007448558,0.0003613065,0.00008636327,0.0001075723,0.0002427963,0.0005386809,0.0000212892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007404903,"about_ca_system_score_gemma":0.0017252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1765214,"about_ca_topic_score_gemma":0.2668449,"domain_scores_codex":[0.9981434,0.000356958,0.0002213821,0.0004918592,0.0002990621,0.0004873408],"domain_scores_gemma":[0.9976456,0.00117622,0.0002573063,0.0005156798,0.00009563418,0.0003095576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001369101,0.000008785908,0.00005352416,0.0002715167,0.00001599485,0.000005193573,0.0006913142,0.00008372757,3.141012e-7,0.00002448587,0.9980947,0.0007367459],"study_design_scores_gemma":[0.0002727828,0.00001604705,0.0001996034,0.0003143983,0.00002317989,0.000003698104,0.002742916,0.00008254173,4.856032e-7,0.0004288171,0.9956764,0.0002391503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001223921,0.0005836577,0.000001420544,0.0004018298,0.000192765,0.001016297,0.997419,0.0001347618,0.0001279056],"genre_scores_gemma":[0.0005340119,0.0003056839,0.0001769325,0.0004157899,0.0001453762,0.001184829,0.9961776,0.00001989658,0.001039839],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2190395,"threshold_uncertainty_score":0.9994778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1755906865500945,"score_gpt":0.401446574804502,"score_spread":0.2258558882544075,"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."}}