{"id":"W4210500560","doi":"10.1037/cbs0000313","title":"COVID-19 pandemic mental health trajectories: Patterns from a sample of Canadians primarily recruited from Alberta and Ontario.","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions; Athabasca University","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Mental health; Psychology; 2019-20 coronavirus outbreak; Sample (material); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychiatry; Virology; Medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.0006160432,0.0004970907,0.000383796,0.001512514,0.005093976,0.001709079,0.001832761,0.0007983335,0.002996324],"category_scores_gemma":[0.001847427,0.0005286895,0.0004484966,0.00502492,0.001117205,0.0006286087,0.001846033,0.0008767741,0.0005608751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02225569,"about_ca_system_score_gemma":0.02764039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950985,"about_ca_topic_score_gemma":0.9973628,"domain_scores_codex":[0.999119,0.00006700809,0.00004655924,0.0001332914,0.0002114445,0.0004227303],"domain_scores_gemma":[0.9987125,0.00005442648,0.0002275545,0.00005083732,0.0005157069,0.0004389853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000124858,0.0001067641,0.9873582,0.00005067475,0.00003516607,0.0001412844,0.006555536,0.0000477651,0.0002991891,0.0001221029,0.002148741,0.003009704],"study_design_scores_gemma":[0.000008863158,0.00003786268,0.9878301,0.00003895928,0.00001150305,0.00005707386,0.01110145,0.00007010825,0.00002467731,0.00001940816,0.0007899749,0.00000999525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932383,0.0002807437,0.00009556935,0.0002901171,0.0000133537,0.0001563795,0.004113294,0.000006872932,0.001805236],"genre_scores_gemma":[0.9932688,0.0004093966,0.0002486806,0.0003955236,0.000008027866,0.0001124674,0.003745949,0.000009220494,0.001801878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02225569,"threshold_uncertainty_score":0.1614771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357865463313199,"score_gpt":0.3177168402476297,"score_spread":0.1819302939163098,"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."}}