{"id":"W6927733883","doi":"10.3389/fpsyt.2022.871119.s002","title":"Table_2_COVID-19 Pandemic: The Impact of COVID-19 on Mental Health and Life Habits in the Canadian Population.DOCX","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Mental health; Suicidal ideation; Anxiety; Population; Distress; Quality of life (healthcare); Psychological distress","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":[0.0003187973,0.0006414983,0.0008036849,0.003000058,0.001799253,0.001196038,0.001306725,0.0005231742,0.2972395],"category_scores_gemma":[0.004280238,0.0003740334,0.001035111,0.005998726,0.0002595113,0.0008344447,0.0008099511,0.000851999,0.02003399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0065736,"about_ca_system_score_gemma":0.01307021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9324851,"about_ca_topic_score_gemma":0.9504264,"domain_scores_codex":[0.9996806,0.00001875662,0.00002599524,0.00003366685,0.0001357495,0.0001052725],"domain_scores_gemma":[0.995761,0.0005315702,0.0002752729,0.00009026009,0.002838607,0.0005033895],"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":[0.00008395324,0.00004150572,0.02534086,0.001091438,0.00003546338,0.00007296245,0.0001487345,0.0001199499,0.00006504662,0.0002706319,0.9582314,0.01449803],"study_design_scores_gemma":[0.0003002532,0.00007360568,0.6510149,0.002125266,0.00009482476,0.000424681,0.002182098,0.0004105505,0.0002663239,0.0006083523,0.3423948,0.0001044559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003233565,0.0004871783,0.00007110505,0.0009162452,0.0002214477,0.0002050731,0.9837545,0.0001757698,0.0109352],"genre_scores_gemma":[0.05922137,0.003760895,0.002273381,0.002396005,0.0005090041,0.001097257,0.8769423,0.000426453,0.05337334],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2972395,"threshold_uncertainty_score":0.994365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0596684913303073,"score_gpt":0.3378083254603597,"score_spread":0.2781398341300524,"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."}}