{"id":"W4240100107","doi":"10.31525/ct1-nct04184336","title":"Enhanced Population-based Core Surveillance of Meningococcal Invasive Infections at Participating Centers Across Canada","year":2019,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Meningococcal Infections; Neisseria meningitidis; Geography; Meningococcal disease; Environmental health; Biology","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":[0.00177843,0.0003764458,0.0003452945,0.001819942,0.001753792,0.001416437,0.001571013,0.000403701,0.001643275],"category_scores_gemma":[0.005384044,0.0003579543,0.0002683889,0.002817398,0.00039426,0.0004945747,0.00183026,0.0006665346,0.0002204842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0313044,"about_ca_system_score_gemma":0.07221437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896752,"about_ca_topic_score_gemma":0.9948567,"domain_scores_codex":[0.9972554,0.0004829013,0.0001351876,0.0003254123,0.000748256,0.001052897],"domain_scores_gemma":[0.9904107,0.0004448344,0.0008834237,0.0002299982,0.00537911,0.002652006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000119696,0.0001108428,0.9639915,0.0001098454,0.00005804745,0.0001328418,0.001496573,0.0006857507,0.001330791,0.0002808985,0.007478931,0.02420432],"study_design_scores_gemma":[0.000009672159,0.00005044405,0.9938961,0.00005698887,0.000018349,0.0000673038,0.002013872,0.0008837377,0.0002349947,0.00003912192,0.002718275,0.00001115997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755051,0.001157953,0.001472494,0.002525581,0.00006154585,0.0004895569,0.01017781,0.0001378289,0.008472178],"genre_scores_gemma":[0.993178,0.000596208,0.00202841,0.0005068335,0.00002158281,0.0000853297,0.00219296,0.00001131729,0.001379257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0313044,"threshold_uncertainty_score":0.2271304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05609018320145134,"score_gpt":0.3832714618153141,"score_spread":0.3271812786138628,"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."}}