{"id":"W2158188632","doi":"","title":"Enhancing public health response to respiratory epidemics: are family physicians ready and willing to help?","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Disaster Response and Management","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; University of Ottawa","funders":"","keywords":"Medicine; Family medicine; Public health; Preparedness; Declaration; Outbreak; Medical emergency; Nursing","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":[0.001582189,0.0001928817,0.0001552464,0.0002883314,0.001036514,0.0009713674,0.0004030485,0.001433084,0.003820808],"category_scores_gemma":[0.01485257,0.0001972448,0.0001539591,0.0002750372,0.001204,0.001309631,0.0005077198,0.000663512,0.0003567464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002090676,"about_ca_system_score_gemma":0.003967722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04418496,"about_ca_topic_score_gemma":0.0839425,"domain_scores_codex":[0.9987499,0.0005392252,0.00006883014,0.00006984855,0.0001636972,0.0004085703],"domain_scores_gemma":[0.99105,0.002250056,0.002867004,0.0001496856,0.0008964997,0.002786824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003239996,0.0003514915,0.8958079,0.0006046947,0.00006478873,0.0009851714,0.01883793,0.0001515179,0.0008783108,0.0002013984,0.01378993,0.06800298],"study_design_scores_gemma":[0.00004949423,0.0004317912,0.9348033,0.0005578112,0.00005343412,0.000999129,0.05058423,0.000122481,0.0002609162,0.0001721734,0.01192707,0.00003817898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965403,0.004668646,0.00008879029,0.02502111,0.00008832596,0.00003959878,0.0001629597,0.00001332142,0.004514202],"genre_scores_gemma":[0.9972842,0.001047821,0.0001610332,0.001057218,0.0000361757,0.0000121576,0.00004094282,0.000001309898,0.0003591635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04418496,"threshold_uncertainty_score":0.08785552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1287258775826272,"score_gpt":0.3710783634153258,"score_spread":0.2423524858326986,"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."}}