{"id":"W3139276964","doi":"10.1177/07067437211007283","title":"COVID-19 and Canadian Psychiatry: La COVID-19 et la psychiatrie au Canada","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa; Université de Montréal; University of Saskatchewan; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut national de psychiatrie légale Philippe-Pinel; McGill University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Virology; Medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007521711,0.000878476,0.001329209,0.003848564,0.017647,0.01128244,0.002587706,0.008748216,0.03438872],"category_scores_gemma":[0.01602191,0.001259412,0.001286739,0.005037425,0.005939673,0.002914503,0.004873262,0.01189042,0.001693201],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2341782,"about_ca_system_score_gemma":0.4755636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961076,"about_ca_topic_score_gemma":0.9979362,"domain_scores_codex":[0.985297,0.001333073,0.0005330865,0.0007584871,0.005420113,0.00665809],"domain_scores_gemma":[0.9532021,0.003877091,0.001778617,0.0003340392,0.01077765,0.03003051],"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":[0.000413081,0.0003065414,0.05014803,0.001053753,0.0001603793,0.001655958,0.00655511,0.0009232289,0.0006713517,0.1014474,0.7488053,0.08785984],"study_design_scores_gemma":[0.0001759998,0.00006786741,0.09511365,0.001884786,0.00007055985,0.0003590689,0.008159125,0.0005123818,0.0002142496,0.002575848,0.8906945,0.0001720146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03116492,0.08351788,0.0004654582,0.7884817,0.0114238,0.0001109349,0.002285468,0.00009771423,0.08245217],"genre_scores_gemma":[0.5046257,0.1024482,0.003165302,0.134493,0.007628955,0.0003013767,0.001747027,0.0003473595,0.245243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2341782,"threshold_uncertainty_score":0.8882448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09014280018761135,"score_gpt":0.4026420159847479,"score_spread":0.3124992157971366,"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."}}