{"id":"W2790181287","doi":"10.14745/ccdr.v42i12a03","title":"Immunization guidance products: Different levels of detail for different uses","year":2016,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Immunization; Variety (cybernetics); Agency (philosophy); Confusion; Statement (logic); Political science; Expert opinion; Public relations; Medicine; Medical education; Computer science; Psychology; Sociology; Immunology","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":[0.02402827,0.001015663,0.001637666,0.008524423,0.002134793,0.007772718,0.002845765,0.006714261,0.01717492],"category_scores_gemma":[0.1322679,0.001304464,0.002452799,0.008527539,0.002261288,0.004994951,0.003572423,0.007560156,0.008327181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01110773,"about_ca_system_score_gemma":0.02779573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09620173,"about_ca_topic_score_gemma":0.1092289,"domain_scores_codex":[0.9302924,0.01383207,0.01899986,0.00148244,0.03247555,0.002917548],"domain_scores_gemma":[0.8767234,0.03961544,0.01323262,0.004151318,0.06376794,0.002509376],"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":[0.000214481,0.00009233288,0.002554132,0.007067684,0.00007415456,0.0001884218,0.001758917,0.0003452538,0.0007243776,0.01213778,0.7360599,0.2387825],"study_design_scores_gemma":[0.00006240334,0.00003815306,0.003305639,0.01337813,0.00008105809,0.0002749686,0.0006520329,0.0001099521,0.0005294417,0.002385545,0.9791275,0.00005525615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009245538,0.1648059,0.02043671,0.3807929,0.01266011,0.007302647,0.03534994,0.002403372,0.3670028],"genre_scores_gemma":[0.08983147,0.308276,0.1967692,0.2437912,0.004945589,0.009060988,0.03865642,0.003249082,0.10542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9037983,"threshold_uncertainty_score":0.1912835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630382512457254,"score_gpt":0.277392072832803,"score_spread":0.2410882477082305,"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."}}