{"id":"W4295358339","doi":"10.12927/hcpol.2022.26908","title":"Commentary: Burning Platforms, Icebergs and Tipping Points – Canada Needs a Single Socially Accountable Healthcare System","year":2022,"lang":"en","type":"letter","venue":"Healthcare policy","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University; University of Sudbury","funders":"","keywords":"Chorus; Health care; Healthcare system; Public relations; Business; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009722643,0.001036968,0.00183891,0.001233525,0.01902317,0.007242446,0.006300862,0.09151141,0.00993088],"category_scores_gemma":[0.04308343,0.001298401,0.001620695,0.001948518,0.01022582,0.006780815,0.003219185,0.07154904,0.004388564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03573205,"about_ca_system_score_gemma":0.0932643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5395901,"about_ca_topic_score_gemma":0.6501029,"domain_scores_codex":[0.9903029,0.002266357,0.0005503416,0.0010945,0.003537802,0.002248112],"domain_scores_gemma":[0.9685519,0.01642208,0.001097035,0.0004680721,0.007717974,0.005742947],"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":[0.0000167228,0.00000583395,0.0001342825,0.0000341843,0.000004545634,0.000229593,0.0003709303,0.00002303894,0.00003654385,0.001349737,0.9961534,0.001641118],"study_design_scores_gemma":[0.00009095333,0.00002716952,0.001155624,0.0006662448,0.00003173404,0.0006589599,0.003259254,0.0003170913,0.0001579404,0.006342827,0.9871566,0.0001356586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000158716,0.0005029339,0.00002020969,0.9933777,0.004762252,0.000006359596,0.0000422964,0.0000101335,0.001119302],"genre_scores_gemma":[0.001365508,0.0002842551,0.00005661918,0.9921183,0.00337504,0.00001832493,0.0000116576,0.00001487375,0.002755455],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4604099,"threshold_uncertainty_score":0.9262428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05531463355090032,"score_gpt":0.368352633940687,"score_spread":0.3130380003897866,"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."}}