{"id":"W2889372357","doi":"10.14745/ccdr.v40i17a04","title":"Collaboration on a public health-driven vaccine initiative","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Medicine; Population; Hib vaccine; Disease; Haemophilus influenzae; Environmental health; Immunization; Conjugate vaccine; Immunology; Biology; Microbiology; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.009396765,0.001071313,0.0006071624,0.001681968,0.004449602,0.0043484,0.002696934,0.004174463,0.04856844],"category_scores_gemma":[0.01028955,0.0004658636,0.0008533481,0.001180563,0.001343767,0.001388158,0.006554689,0.006820146,0.009142641],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02525626,"about_ca_system_score_gemma":0.3184655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5173009,"about_ca_topic_score_gemma":0.6226867,"domain_scores_codex":[0.9900582,0.001651525,0.000249986,0.0007348101,0.004129892,0.003175574],"domain_scores_gemma":[0.9526093,0.0009759937,0.0005876732,0.0005949913,0.01372241,0.03150957],"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":[0.00015664,0.0003062894,0.005232492,0.0002178258,0.00003218076,0.0003355937,0.0003885055,0.0001255425,0.001160403,0.005497951,0.9122072,0.07433934],"study_design_scores_gemma":[0.000130902,0.0001146263,0.006469747,0.0002043655,0.00001548695,0.00007528116,0.0005430579,0.0001470456,0.0002454564,0.0006138409,0.9914265,0.00001373133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01041136,0.007838402,0.003980758,0.682127,0.03835165,0.004301017,0.01067996,0.001011261,0.2412987],"genre_scores_gemma":[0.09626121,0.01156475,0.02088194,0.2571914,0.007295847,0.003600622,0.01776596,0.000588197,0.58485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9747437,"threshold_uncertainty_score":0.9710836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04067997605316825,"score_gpt":0.3023079342816462,"score_spread":0.2616279582284779,"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."}}