{"id":"W4206808992","doi":"10.1503/cmaj.1095983","title":"Canada’s public health system is stretched “dangerously thin”","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Public health; Government (linguistics); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Medicine; Virology; Nursing; Pathology; Disease","routes":{"ca_aff":false,"ca_fund":false,"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":[0.005084307,0.0008689769,0.0008746365,0.001765783,0.02350746,0.01143305,0.002532701,0.006649942,0.0277923],"category_scores_gemma":[0.01634399,0.0006718721,0.001203849,0.002411406,0.009815701,0.004319499,0.0043445,0.01485717,0.0039268],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07430392,"about_ca_system_score_gemma":0.3461197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753006,"about_ca_topic_score_gemma":0.9840461,"domain_scores_codex":[0.9897231,0.0009547259,0.0002577798,0.0006476691,0.00518177,0.003234932],"domain_scores_gemma":[0.9685171,0.001575802,0.0007410868,0.0008293831,0.01120677,0.01712986],"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":[0.00005035993,0.00003419724,0.003386193,0.0001134102,0.00005137263,0.0001615019,0.000601266,0.000126658,0.0003161885,0.02014523,0.9436043,0.03140945],"study_design_scores_gemma":[0.00005485584,0.00005683753,0.01093832,0.0003345906,0.00004615982,0.00009913671,0.002267614,0.0002159432,0.0001646125,0.006145116,0.9795868,0.00008999141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003878021,0.00308135,0.0007045403,0.9470535,0.007180108,0.00002759548,0.0009265448,0.000263499,0.03688478],"genre_scores_gemma":[0.1272565,0.009977038,0.004950626,0.757939,0.003700381,0.0000602892,0.001975036,0.0003387788,0.09380244],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9256961,"threshold_uncertainty_score":0.5391152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03610803604593583,"score_gpt":0.3371377624544878,"score_spread":0.301029726408552,"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."}}