{"id":"W3089550490","doi":"10.4103/psychiatry.indianjpsychiatry_1039_20","title":"The Canadian response to the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Indian Journal of Psychiatry","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Mental Health Association","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Government (linguistics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Mental health; Political science; Veterans Affairs; Telemedicine; Videoconferencing; Medicine; Public administration; Psychiatry; Health care; Law; Virology; Outbreak; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02851496,0.0001310635,0.0004353425,0.0002688185,0.0008894866,0.0002047362,0.0008877022,0.0001103143,0.0002547402],"category_scores_gemma":[0.01214666,0.0001037967,0.0001736975,0.000338365,0.0000762335,0.0001733197,0.00002677018,0.0004807902,0.001752994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009035356,"about_ca_system_score_gemma":0.004408602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008856963,"about_ca_topic_score_gemma":0.1993467,"domain_scores_codex":[0.995657,0.0007371891,0.002850563,0.0002154891,0.0001288065,0.0004108989],"domain_scores_gemma":[0.9948011,0.00127401,0.001929948,0.0003702922,0.0000700434,0.001554617],"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":[0.0002349784,0.00001255817,0.2881041,0.00004436494,0.00009735374,0.00001213012,0.01216708,0.0005884004,6.104587e-7,0.01948979,0.679064,0.000184647],"study_design_scores_gemma":[0.0005091648,0.0001758734,0.0276318,0.00001959524,0.000005368525,0.0001609623,0.003380378,0.00005471265,1.244975e-7,0.01003074,0.9578894,0.0001418738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1364084,0.003275325,0.0006213972,0.856405,0.002329011,0.000306568,0.0001372358,0.000009960052,0.0005070523],"genre_scores_gemma":[0.6854604,0.00006952462,0.0009743739,0.3113791,0.001913751,0.00001102038,0.000001308547,0.00002324339,0.0001673259],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5490519,"threshold_uncertainty_score":0.9990243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3407993990889976,"score_gpt":0.4322315487595674,"score_spread":0.09143214967056978,"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."}}