{"id":"W4383683347","doi":"10.58931/cpct.2023.1213","title":"Immunization in midlife","year":2023,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Health Canada","keywords":"Medicine; Disease; Immunization; Health care; Intervention (counseling); Quality of life (healthcare); Population; Intensive care medicine; Family medicine; Gerontology; Immunology; Environmental health; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001531743,0.0001692312,0.0004143459,0.001166615,0.002799619,0.001447033,0.0004917915,0.0009669537,0.008851252],"category_scores_gemma":[0.006004728,0.000150411,0.0005215118,0.001438558,0.0002746217,0.0008222896,0.00113259,0.001591146,0.001431405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004003098,"about_ca_system_score_gemma":0.008693471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3472967,"about_ca_topic_score_gemma":0.3498747,"domain_scores_codex":[0.9987055,0.0002284699,0.00008774679,0.00008557463,0.0003221257,0.0005705659],"domain_scores_gemma":[0.9972351,0.0001973902,0.0003082528,0.0001000885,0.0009891889,0.001169929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004098621,0.0005165419,0.4749764,0.001327304,0.0001251086,0.0005628621,0.006543103,0.00003796725,0.0004350905,0.005269026,0.1910281,0.3187686],"study_design_scores_gemma":[0.00003433876,0.0003060925,0.7371894,0.002509115,0.00008925266,0.0005359467,0.004002713,0.00003658488,0.0001430498,0.0007239314,0.2543994,0.00003016208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3746103,0.1531763,0.001059367,0.09528073,0.007997597,0.001356575,0.03413039,0.0002411065,0.3321477],"genre_scores_gemma":[0.8298322,0.07521839,0.001856413,0.04993806,0.001748552,0.0007352651,0.01100736,0.00004406166,0.02961967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3472967,"threshold_uncertainty_score":0.6905504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04243853626502585,"score_gpt":0.3207093270516184,"score_spread":0.2782707907865925,"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."}}