{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02554065,0.0008130609,0.001345632,0.0037144,0.01128617,0.01381663,0.006937971,0.005648076,0.007157006],"category_scores_gemma":[0.07789546,0.0008792543,0.001911408,0.005545293,0.007643393,0.008146649,0.005621132,0.01000158,0.001142485],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1799892,"about_ca_system_score_gemma":0.5575361,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915872,"about_ca_topic_score_gemma":0.9920368,"domain_scores_codex":[0.968043,0.005120685,0.001621075,0.002193124,0.01448037,0.008541808],"domain_scores_gemma":[0.8655421,0.009598647,0.00503968,0.00292231,0.07051466,0.04638264],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003743579,0.0001977552,0.095815,0.003213485,0.0004196706,0.0005007989,0.00566356,0.001036058,0.000922756,0.03579463,0.5406042,0.3154576],"study_design_scores_gemma":[0.0002052627,0.0004056648,0.248535,0.01011074,0.0005169137,0.0004241784,0.01215382,0.002234092,0.001138958,0.01480246,0.7088821,0.000590773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01007946,0.03748043,0.001824122,0.9189174,0.003763393,0.000193979,0.002359999,0.000332564,0.0250486],"genre_scores_gemma":[0.4969486,0.08489894,0.02526344,0.3599604,0.00311425,0.0005757679,0.006501033,0.0004465062,0.02229106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9744594,"threshold_uncertainty_score":0.9510962,"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."}}