{"id":"W6922135326","doi":"10.11575/prism/39825","title":"Pneumococcal Disease Trends in the Post-Vaccine Era in Calgary, Canada: An Interrupted Time Series Analysis","year":2022,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Pneumococcal conjugate vaccine; Pneumococcal disease; Vaccination; Interrupted Time Series Analysis; Serotype; Outbreak; Interrupted time series; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002066255,0.0005156762,0.0007278482,0.002240653,0.00101468,0.001559599,0.00165517,0.0006516187,0.001769726],"category_scores_gemma":[0.006245703,0.0004452059,0.001135487,0.007859729,0.0006294411,0.0004028159,0.000783195,0.001189482,0.0002134021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02595139,"about_ca_system_score_gemma":0.03347557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932841,"about_ca_topic_score_gemma":0.9831287,"domain_scores_codex":[0.9982016,0.0002286667,0.0001913499,0.0002792113,0.0005675586,0.0005315472],"domain_scores_gemma":[0.9946598,0.0005739476,0.001307138,0.0002999424,0.00247223,0.0006868298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00021164,0.00003359648,0.9922105,0.00006725941,0.0003481476,0.0001053501,0.0002162816,0.002246796,0.00009074615,0.0002222311,0.001152842,0.003094461],"study_design_scores_gemma":[0.00002461041,0.00005199209,0.9904104,0.00005331436,0.0001549207,0.00003992147,0.000326757,0.007399777,0.0000546407,0.00004037514,0.001427173,0.00001609451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682482,0.002244608,0.001110664,0.0006457206,0.00003929001,0.0001139316,0.02604043,0.00004510809,0.00151204],"genre_scores_gemma":[0.9795503,0.001583479,0.0009993403,0.0001553046,0.00002100153,0.0000724886,0.0161313,0.0000138151,0.001472937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02595139,"threshold_uncertainty_score":0.1882914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100988391645632,"score_gpt":0.1746517073807765,"score_spread":0.1636418234643202,"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."}}