{"id":"W2617175945","doi":"10.11603/mie.1996-1960.2011.2.33","title":"ОСНОВНІ ВИМОГИ ДО СТРУКТУРИ ТИПОВИХ МЕДИЧНИХ ІНФОРМАЦІЙНИХ СИСТЕМ В УПРАВЛІННІ ОХОРОНОЮ ЗДОРОВ'Я","year":2012,"lang":"en","type":"article","venue":"Medical Informatics and Engineering","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Energy Training","funders":"","keywords":"Identification (biology); Risk analysis (engineering); Quality (philosophy); Work (physics); Health care; Computer science; Medical care; Process management; Business; Management science; Medicine; Engineering; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001988859,0.000280391,0.0006065489,0.0002170875,0.0001185148,0.00005128293,0.000133653,0.0003975441,0.0003329005],"category_scores_gemma":[0.0006481033,0.0002216513,0.00008848755,0.000298419,0.00005560527,0.0003969065,0.0001013425,0.0007772357,0.0001324158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119241,"about_ca_system_score_gemma":0.0004580206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002399151,"about_ca_topic_score_gemma":0.000007802995,"domain_scores_codex":[0.9968981,0.00002805937,0.001048403,0.000123791,0.0008838986,0.001017794],"domain_scores_gemma":[0.9969117,0.0001472709,0.000112194,0.0003469677,0.00009523911,0.002386597],"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":[0.0001294383,0.0008886543,0.06793133,0.03557916,0.00078373,0.000190568,0.05110137,0.0002396494,0.0003063649,0.06424915,0.06560968,0.7129909],"study_design_scores_gemma":[0.002189655,0.000335955,0.02183566,0.001412102,0.00006062963,0.001168525,0.001873908,0.1159657,0.00005597486,0.00002401878,0.8544601,0.0006177581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9171919,0.003740156,0.03644155,0.006633982,0.003377857,0.001081182,0.00002701942,0.0006526363,0.03085375],"genre_scores_gemma":[0.988378,0.000636394,0.005802901,0.003162287,0.001569769,0.00003953886,0.00005334913,0.0000499286,0.000307764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7888504,"threshold_uncertainty_score":0.9038678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925217943662881,"score_gpt":0.293113179824545,"score_spread":0.2738610003879162,"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."}}