{"id":"W4386562280","doi":"10.12927/hcpol.2023.27162","title":"Reversing the Stigma around Canada’s Poor-Performing Healthcare Systems","year":2023,"lang":"en","type":"editorial","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Pandemic; Stigma (botany); Business; Coronavirus disease 2019 (COVID-19); Public economics; Economic growth; Economics; Medicine; Infectious disease (medical specialty)","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":[0.009285012,0.003351595,0.003172304,0.004856164,0.01422776,0.01317392,0.006299983,0.03470193,0.007649485],"category_scores_gemma":[0.0434212,0.001282056,0.002469096,0.003015101,0.01035353,0.006344192,0.003047125,0.04524483,0.004297125],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02648406,"about_ca_system_score_gemma":0.03758677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2864028,"about_ca_topic_score_gemma":0.5027845,"domain_scores_codex":[0.9904197,0.001407332,0.0006449403,0.0006806356,0.005827937,0.001019513],"domain_scores_gemma":[0.9568704,0.01818319,0.001014527,0.0008920648,0.01755711,0.005482702],"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":[0.000005716088,0.000003597597,0.00002509817,0.00007731474,0.000006751687,0.00003938327,0.00005294153,0.000009673845,0.000008692253,0.0002628807,0.9971808,0.002327153],"study_design_scores_gemma":[0.0000240382,0.000007914085,0.0004844691,0.0008471576,0.00003800457,0.0001290043,0.00031383,0.00007231132,0.00004479177,0.001341904,0.9966639,0.00003270623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005740503,0.01894584,0.00007294595,0.2159718,0.7618217,0.00001763571,0.0000640975,0.00005410254,0.00299452],"genre_scores_gemma":[0.001580412,0.01580022,0.0001552956,0.1608523,0.8118302,0.00003099408,0.00005057953,0.00008480096,0.009615268],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9735159,"threshold_uncertainty_score":0.5694714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06566681351624788,"score_gpt":0.4391128461859022,"score_spread":0.3734460326696544,"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."}}