{"id":"W21341688","doi":"10.1021/es1038529","title":"Развитие и Совершенствование диспансеризации населения Московской области в современных условиях","year":2008,"lang":"en","type":"article","venue":"Альманах клинической медицины","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical examination; Surgery","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00192881,0.0009648933,0.001859811,0.0007353711,0.0009503872,0.00008653302,0.0006125842,0.000920958,0.003515468],"category_scores_gemma":[0.0008278733,0.0008599096,0.0006349395,0.001508517,0.000423636,0.0005058037,0.0002071666,0.00163633,0.003936321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007312769,"about_ca_system_score_gemma":0.004469749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004733863,"about_ca_topic_score_gemma":0.0004827179,"domain_scores_codex":[0.9917188,0.0005100585,0.001976458,0.00151983,0.001853577,0.002421331],"domain_scores_gemma":[0.993502,0.0003260435,0.0005179166,0.002152832,0.0008329419,0.002668275],"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":[0.001157279,0.002483732,0.154844,0.003750513,0.0007205899,0.00489699,0.007807524,0.00002479876,0.003814069,0.01667755,0.6447634,0.1590596],"study_design_scores_gemma":[0.004483122,0.001338105,0.1380249,0.0005591054,0.0001061938,0.005120271,0.0006621754,0.000405953,0.0007125008,0.0003744087,0.8470725,0.001140689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7370976,0.004016796,0.00145309,0.03701556,0.00405779,0.003606797,0.0001836973,0.001837333,0.2107313],"genre_scores_gemma":[0.9586132,0.001021916,0.00231653,0.009549754,0.003384296,0.0002014028,0.0002506279,0.0002613183,0.02440102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2215155,"threshold_uncertainty_score":0.9993852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031283087651796,"score_gpt":0.3626321525439142,"score_spread":0.2595038437787346,"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."}}