{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006834249,0.0002321675,0.0004455716,0.0004623822,0.0006680382,0.00005163708,0.0002354295,0.0001000194,0.000007072489],"category_scores_gemma":[0.001291136,0.0002331507,0.00004740242,0.0005331486,0.00002921336,0.0002081308,0.0003211102,0.0003191776,0.0002209773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004895949,"about_ca_system_score_gemma":0.0001900792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005680498,"about_ca_topic_score_gemma":0.001566682,"domain_scores_codex":[0.9950508,0.001751463,0.0007913327,0.00059673,0.0003323586,0.001477354],"domain_scores_gemma":[0.9975635,0.0008684684,0.0002982784,0.0005705209,0.000122686,0.0005765331],"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":[0.003138702,0.000388305,0.02783389,0.0008434285,0.0001082439,0.00006270595,0.02393144,0.0001063431,0.004650537,0.005102796,0.5488833,0.3849503],"study_design_scores_gemma":[0.0003901852,0.00006219905,0.3268277,0.0001493597,0.000006546133,2.318377e-7,0.008080405,0.000003140785,0.00003782069,0.0001247269,0.6641257,0.0001920147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435928,0.0004814791,0.005065601,0.03964417,0.0005688341,0.003898453,0.00004877027,0.000255842,0.006444033],"genre_scores_gemma":[0.8187805,0.00002535975,0.0007316493,0.1610639,0.0007155494,0.005741309,0.00001144635,0.00008184319,0.01284834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3847583,"threshold_uncertainty_score":0.950761,"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."}}