{"id":"W4409061822","doi":"10.56598/2957-6377-2022-4-5-11-15","title":"Evaluation Changes in Indicators of Oncological Service in Corpus Uteri Cancer in Kazakhstan","year":2022,"lang":"en","type":"article","venue":"Oncology kz","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corpus Uteri; Service (business); Cancer; Gynecology; Medicine; Business; Internal medicine; Cervix; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007049325,0.0001627285,0.0001861303,0.001939009,0.0003334011,0.0005821321,0.000262787,0.0001592509,0.0009190876],"category_scores_gemma":[0.002394051,0.00009021774,0.0003140928,0.002886085,0.0003074844,0.0003740726,0.000637259,0.0003343121,0.0001235421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319572,"about_ca_system_score_gemma":0.001344956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02681786,"about_ca_topic_score_gemma":0.02476395,"domain_scores_codex":[0.9995102,0.0001137476,0.00009416608,0.00005313929,0.0001002726,0.000128462],"domain_scores_gemma":[0.9985791,0.0001496329,0.0006700802,0.00003820911,0.0003863541,0.0001765467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002385636,0.000007969351,0.995616,0.00003926825,0.0000137613,0.00004675534,0.0003685965,0.00007732898,0.00003988824,0.00004302525,0.0003131203,0.003410423],"study_design_scores_gemma":[7.103205e-7,0.00002493919,0.9979321,0.00001286883,0.00000988982,0.00007408337,0.001155647,0.000093325,0.00004716122,0.00001412704,0.0006321546,0.00000299314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962114,0.0007374805,0.00008575944,0.0001688328,0.00001649236,0.00001462362,0.00182268,0.00000806426,0.0009346502],"genre_scores_gemma":[0.9983339,0.0002630964,0.00007863552,0.00001554511,0.000009369077,0.00001096825,0.001140357,0.000001349894,0.0001466933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02681786,"threshold_uncertainty_score":0.05332351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09467005064279183,"score_gpt":0.4549812795606226,"score_spread":0.3603112289178307,"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."}}