{"id":"W7104260047","doi":"10.71781/3297","title":"La dépression, l’épuisement et la détresse psychologique chez les dentistes au Québec : une étude transversale dans le contexte de la pandémie de la COVID-19","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poison control; Suicide ideation; Psychological distress; Suicidal ideation; Psychiatric comorbidity","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":[0.001707806,0.0004025161,0.0006890867,0.001420748,0.004542917,0.001804246,0.001141746,0.0008781696,0.003267566],"category_scores_gemma":[0.002649321,0.0005253424,0.0006855224,0.002888577,0.001353105,0.0008396967,0.001277206,0.001420477,0.0002661158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02501459,"about_ca_system_score_gemma":0.02283978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9698547,"about_ca_topic_score_gemma":0.9874634,"domain_scores_codex":[0.9989083,0.0002277333,0.00008619013,0.0001367715,0.0002591321,0.0003819375],"domain_scores_gemma":[0.9979411,0.0002136772,0.0004305194,0.00006281726,0.000954094,0.00039785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007793585,0.0001726881,0.9755474,0.0004064571,0.000114219,0.0001768564,0.01302813,0.00005894756,0.0002430856,0.0002339174,0.00159059,0.00834985],"study_design_scores_gemma":[0.000007124411,0.00006863339,0.9886736,0.0002670895,0.0000486114,0.00004845214,0.009541525,0.0001009836,0.00002985377,0.00002412931,0.00117747,0.00001255898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991655,0.003121703,0.0002140057,0.0007551415,0.00002956329,0.0002889307,0.001666337,0.000004595648,0.00226471],"genre_scores_gemma":[0.994306,0.001856985,0.0004003586,0.0004864355,0.00001451539,0.0003240489,0.0008015534,0.000003361208,0.001806731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03014529,"threshold_uncertainty_score":0.1814944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00990010298643445,"score_gpt":0.2800120624117932,"score_spread":0.2701119594253587,"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."}}