{"id":"W3216022933","doi":"10.12927/hcpol.2021.26660","title":"Confronting Barriers to Improving Healthcare Performance in Canada","year":2021,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Pandemic; Healthcare delivery; Public healthcare; Coronavirus disease 2019 (COVID-19); Healthcare system; Business; Action (physics); Health care delivery; Process management; Political science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001741689,0.0007213654,0.00152688,0.0006123002,0.001846512,0.00004994197,0.0005710695,0.0008526659,0.001308489],"category_scores_gemma":[0.003361104,0.0008858633,0.0001600453,0.002517334,0.00008500861,0.0004039609,0.0007114413,0.00384338,0.0003472335],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0388176,"about_ca_system_score_gemma":0.3824317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980512,"about_ca_topic_score_gemma":0.9992096,"domain_scores_codex":[0.9874669,0.002938918,0.002566416,0.001289121,0.00090618,0.004832487],"domain_scores_gemma":[0.9910614,0.0009446,0.0005776393,0.00128959,0.001061507,0.005065258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001320679,0.00003856404,0.584893,0.02122311,0.00003072082,0.0005739566,0.01443146,0.00005578679,0.00001789288,0.01787643,0.06399532,0.2967317],"study_design_scores_gemma":[0.001470184,0.0002502805,0.2649044,0.002772225,0.0000218383,0.0000825929,0.02582286,0.0003252924,0.00007267958,0.0002672793,0.7030511,0.0009592921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1897397,0.0372438,0.00002050982,0.7572695,0.008406946,0.001605506,0.0007418264,0.00009008617,0.004882162],"genre_scores_gemma":[0.6238593,0.004202634,0.000957433,0.3566639,0.002577131,0.0002009454,0.0000980214,0.0001333153,0.0113073],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6390558,"threshold_uncertainty_score":0.9996045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03601350587888352,"score_gpt":0.383738687479446,"score_spread":0.3477251816005625,"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."}}