{"id":"W6987318729","doi":"","title":"Staffing shortages continue to cripple Ontario's healthcare system","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cripple; Staffing; Government (linguistics); Economic shortage; Health care; Severance; Healthcare system","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":[0.0007898825,0.0003764957,0.0002552903,0.0007931424,0.00820922,0.004018747,0.0008951715,0.002347652,0.1244458],"category_scores_gemma":[0.0022946,0.0004607161,0.0003616233,0.001398026,0.001286134,0.00125256,0.001974059,0.001382954,0.02212376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03012663,"about_ca_system_score_gemma":0.07800672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9372798,"about_ca_topic_score_gemma":0.9845258,"domain_scores_codex":[0.9984171,0.00006166269,0.00002906047,0.00005297316,0.000715889,0.0007233012],"domain_scores_gemma":[0.9962882,0.0001163421,0.000150048,0.00009278025,0.001101549,0.002251185],"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":[0.00001194291,0.00001111623,0.001789035,0.00005159851,0.000002114834,0.00004656804,0.0002569725,0.00003141407,0.00009782239,0.0005887887,0.9797983,0.01731423],"study_design_scores_gemma":[0.00001533536,0.00001508554,0.01136583,0.00007228909,0.000004037799,0.0000249563,0.001252781,0.00005845073,0.00003807831,0.0002538221,0.9868883,0.0000110733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02479254,0.006630757,0.0005280297,0.3629648,0.005289569,0.0001735735,0.004338408,0.001242014,0.5940404],"genre_scores_gemma":[0.07186913,0.004794254,0.000592844,0.04016284,0.0009767879,0.00008436654,0.001703531,0.0003160885,0.8795],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1244458,"threshold_uncertainty_score":0.4163126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007918301462025197,"score_gpt":0.197538679569146,"score_spread":0.1896203781071208,"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."}}