{"id":"W2188822635","doi":"10.14745/ccdr.v40is3a01","title":"Vaccine vigilance in Canada: Is it as robust as it could be?","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Intramuscular injections and effects","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Medicine; Vigilance (psychology); Vaccine safety; Adverse effect; Immunization; Medical emergency; Immunology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004290583,0.0002496752,0.0005321297,0.0000723015,0.0002281159,0.00002356436,0.0002957707,0.00007173613,0.0007963022],"category_scores_gemma":[0.00100208,0.0002444963,0.0001145641,0.000331304,0.00003136185,0.00006516153,0.0001235204,0.0005113276,0.000009404781],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002090182,"about_ca_system_score_gemma":0.01962428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9992797,"about_ca_topic_score_gemma":0.999643,"domain_scores_codex":[0.9977689,0.0001101413,0.00055497,0.0003594878,0.0006841131,0.0005224235],"domain_scores_gemma":[0.9965445,0.0001344405,0.0001623909,0.002109991,0.0002937835,0.0007548465],"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":[0.0002516412,0.0001652865,0.06709488,0.0003391532,0.000200569,0.01421507,0.00006084972,0.002323814,0.00004041484,0.0002046956,0.9144676,0.0006360126],"study_design_scores_gemma":[0.001160102,0.00007059132,0.04976065,0.0004402345,0.0001956193,0.001157796,0.0004851045,0.00491233,0.0001399191,0.00003367901,0.941282,0.0003620002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8574249,0.001819401,0.00003743009,0.07273433,0.0006462272,0.0008125206,0.00004533861,0.00004816142,0.06643169],"genre_scores_gemma":[0.9525915,0.0001233113,0.00009357685,0.04135537,0.00009318737,0.00006513747,0.0001766036,0.00003958681,0.00546175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09516657,"threshold_uncertainty_score":0.9970271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825588546940472,"score_gpt":0.266734351753602,"score_spread":0.2484784662841973,"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."}}