{"id":"W2138936051","doi":"","title":"Preparing for an influenza pandemic: model of an immunization clinic in an urban family practice.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Vaccination; Staffing; Medicine; Pandemic; Immunization; Influenza vaccine; Medical emergency; Population; Family medicine; Primary care; Pediatrics; Nursing; Coronavirus disease 2019 (COVID-19); Immunology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007859415,0.0003319068,0.0001418688,0.0002787683,0.004073843,0.001374414,0.00170722,0.001446567,0.01835095],"category_scores_gemma":[0.0008837083,0.0003773273,0.0003608541,0.0003034596,0.001305065,0.000971237,0.001340633,0.0006683284,0.001638411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005804268,"about_ca_system_score_gemma":0.01278342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1046342,"about_ca_topic_score_gemma":0.2308001,"domain_scores_codex":[0.9993567,0.0002921209,0.00001388183,0.00009495996,0.00006507565,0.0001772442],"domain_scores_gemma":[0.9989569,0.0001137341,0.00005046193,0.00003225623,0.00009111822,0.0007554924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00506741,0.02980989,0.3390071,0.002246555,0.000362384,0.03070686,0.03630382,0.09053359,0.02171537,0.04428631,0.1171679,0.2827929],"study_design_scores_gemma":[0.005378088,0.03161618,0.2941927,0.00142321,0.000772165,0.01518849,0.1365144,0.2661859,0.007800694,0.02067654,0.2196904,0.0005611901],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031838,0.0003465876,0.02343692,0.01219882,0.0003073297,0.002539876,0.0007309219,0.0004788597,0.0567768],"genre_scores_gemma":[0.9510236,0.0003052646,0.02877143,0.001236179,0.0000450774,0.0007369302,0.0002541738,0.00001849186,0.01760874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046342,"threshold_uncertainty_score":0.2080503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3893853804682684,"score_gpt":0.4363707520552584,"score_spread":0.04698537158699007,"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."}}