{"id":"W2378371705","doi":"","title":"ANALYSIS OF THE SEASONAL VARIATION TREND OF OUTPATIENTS FROM 2001 TO 2009","year":2011,"lang":"en","type":"article","venue":"Xiandai yufang yixue","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Staffing; Quarter (Canadian coin); Seasonality; Outpatient visits; Medicine; Demography; Outpatient clinic; Statistical analysis; Geography; Statistics; Mathematics; Internal medicine; Nursing; Health care; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006307348,0.0001232939,0.0003049312,0.0001538124,0.00008781487,0.000003807506,0.0003403831,0.0001524668,0.008184956],"category_scores_gemma":[0.0003256629,0.00009113015,0.0001877641,0.000767562,0.0001102958,0.0001312617,0.00008780725,0.0003354973,0.00003418801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002548534,"about_ca_system_score_gemma":0.00006896968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006819033,"about_ca_topic_score_gemma":0.0002036953,"domain_scores_codex":[0.9984836,0.0004409715,0.0003783013,0.0002034418,0.0002575059,0.0002361571],"domain_scores_gemma":[0.9987724,0.0003927572,0.0003234051,0.0002255241,0.00007949804,0.0002064331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003491992,0.003524282,0.7632148,0.00007967553,0.009982352,0.00001476526,0.02736712,0.001223514,0.07864033,0.001031654,0.05697103,0.05445845],"study_design_scores_gemma":[0.001944093,0.0001594979,0.7902129,0.0000301351,0.005996047,0.000001002947,0.0001576827,0.005704554,0.06483641,0.0004231078,0.1302969,0.0002376251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863162,0.0002075338,0.0003963982,0.0006952853,0.001034801,0.000208779,0.0008454595,0.00001713657,0.01027838],"genre_scores_gemma":[0.996448,0.00004762984,0.0003125215,0.002457966,0.0000933002,0.00001296994,0.00004956897,0.000007868103,0.0005701089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07332587,"threshold_uncertainty_score":0.9927217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2119354227582211,"score_gpt":0.4535034964112166,"score_spread":0.2415680736529954,"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."}}