{"id":"W3154187212","doi":"","title":"МЕХАНІЗМИ ЗАБЕЗПЕЧЕННЯ ЯКОСТІ ПРОФЕСІЙНОЇ ПІДГОТОВКИ ФАХІВЦІВ ІЗ МЕДИЧНОЇ ІНФОРМАТИКИ В УНІВЕРСИТЕТАХ КАНАДИ","year":2016,"lang":"uk","type":"article","venue":"Збірник наукових праць «Педагогічні науки»","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Quality assurance; Legislation; Quality (philosophy); Control (management); Higher education; Medical education; Compliance (psychology); Political science; Business; Medicine; Computer science; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.008579168,0.004047322,0.006182197,0.002312338,0.002018642,0.0007279156,0.00312445,0.004167974,0.02118447],"category_scores_gemma":[0.004827505,0.00309263,0.002253476,0.003590293,0.001667748,0.002349211,0.001258214,0.004258296,0.02856489],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004846108,"about_ca_system_score_gemma":0.05065919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04481318,"about_ca_topic_score_gemma":0.01039096,"domain_scores_codex":[0.9688388,0.003657729,0.007381919,0.005536074,0.005266609,0.00931891],"domain_scores_gemma":[0.9748595,0.003044002,0.002946423,0.007508152,0.002414778,0.009227162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002101897,0.003455881,0.04427679,0.008346287,0.002416141,0.002623858,0.00747079,0.000004494279,0.008138468,0.1138569,0.380134,0.4271744],"study_design_scores_gemma":[0.01526167,0.004096618,0.06181733,0.009111973,0.0009347482,0.001470394,0.002648962,0.0001862028,0.001806347,0.00927382,0.8886135,0.004778457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2499253,0.03778451,0.006226767,0.2852606,0.04084731,0.01672889,0.004839653,0.004914331,0.3534727],"genre_scores_gemma":[0.8904215,0.007734064,0.001109006,0.009774423,0.01595139,0.0006227199,0.0003323983,0.001244377,0.07281017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6404961,"threshold_uncertainty_score":0.9992806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368768494411135,"score_gpt":0.3605052190959868,"score_spread":0.3168175341518755,"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."}}