{"id":"W4415541825","doi":"10.1016/j.cjca.2025.10.023","title":"Private vs Public Service Delivery: We Should All Be Concerned","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Public service; Service (business); MEDLINE; Service provider; Private sector","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03699157,0.0005613771,0.002579529,0.002811427,0.00488772,0.01314737,0.00368168,0.02095792,0.0242759],"category_scores_gemma":[0.1725231,0.0006436433,0.00165879,0.004862646,0.01252202,0.02213321,0.003701613,0.02461594,0.002604353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01344601,"about_ca_system_score_gemma":0.0283727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07753484,"about_ca_topic_score_gemma":0.1552653,"domain_scores_codex":[0.9730862,0.01134839,0.002648998,0.001650995,0.008663902,0.00260162],"domain_scores_gemma":[0.8163899,0.1014971,0.01260094,0.003466091,0.04660983,0.01943609],"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":[0.0008104466,0.0002996901,0.0239876,0.002707683,0.0005777323,0.0003878393,0.005034714,0.0002495144,0.000175693,0.09109989,0.7129802,0.161689],"study_design_scores_gemma":[0.0006954591,0.0004283442,0.07309207,0.02586039,0.001599079,0.00132112,0.06685733,0.0008917762,0.0004325623,0.182034,0.6462792,0.0005087858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001938191,0.0162324,0.0002134564,0.9697176,0.0080087,0.000009297943,0.0001098976,0.0000100348,0.003760385],"genre_scores_gemma":[0.1765216,0.04012856,0.001819905,0.7418401,0.03159,0.0001111922,0.0002489545,0.0001357905,0.007603996],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9224651,"threshold_uncertainty_score":0.1956325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6335798420139581,"score_gpt":0.517079056750566,"score_spread":0.1165007852633921,"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."}}