{"id":"W2416160427","doi":"","title":"Trends in influenza vaccination in Canada, 1996/1997 to 2005.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Vaccination; Medicine; Population health; Demography; Logistic regression; Odds; Population; Community health; Immunization; Environmental health; Public health; Virology; Immunology","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":[0.001112249,0.0001249725,0.0002541049,0.001008041,0.00002904871,0.000008849035,0.0001009708,0.00005189901,0.0000780477],"category_scores_gemma":[0.0006426963,0.0001168248,0.00002715494,0.001032969,0.00001094111,0.00008504259,0.00007162872,0.0002607459,0.00001488955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002894187,"about_ca_system_score_gemma":0.0002615727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6912972,"about_ca_topic_score_gemma":0.9899222,"domain_scores_codex":[0.9979041,0.00003163499,0.0003749233,0.0002378552,0.0005043236,0.0009471514],"domain_scores_gemma":[0.999299,0.0001010644,0.00003540626,0.0002047496,0.00006579513,0.000293933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003127126,0.00004991094,0.528789,0.00002036842,0.00001546081,0.000153036,0.0002152263,0.00004126806,0.00002919989,0.00002779405,0.009604557,0.4607414],"study_design_scores_gemma":[0.001522089,0.00001631208,0.9326465,0.00001291652,0.000003734057,0.000002752462,0.0001329544,0.00001990788,0.000700702,0.00001043225,0.06483003,0.0001017295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774094,0.0004722257,0.000005449971,0.002094717,0.0001130197,0.0007767844,0.00001437577,0.00002178781,0.01909225],"genre_scores_gemma":[0.9946242,0.00001568268,0.00007303564,0.00325124,0.00009354844,0.0005799055,0.000008155399,0.0000155583,0.001338666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4606397,"threshold_uncertainty_score":0.7568198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0700387382290248,"score_gpt":0.3479685860968723,"score_spread":0.2779298478678475,"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."}}