{"id":"W2805954702","doi":"10.1186/s12889-018-5493-7","title":"The value of program science to optimize knowledge brokering on infectious diseases for public health","year":2018,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Science Centre for Human and Animal Health; University of Manitoba; Health Sciences Centre","funders":"Centers for Disease Control and Prevention; Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Knowledge translation; Medicine; Sociology of scientific knowledge; Public relations; Infectious disease (medical specialty); Knowledge management; Adaptation (eye); Medical education; Computer science; Sociology; Disease; Political science; Nursing; Psychology; Pathology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.1316791,0.001014929,0.001158067,0.005459316,0.004691547,0.01543779,0.003995913,0.004291424,0.009123434],"category_scores_gemma":[0.1997283,0.0009227554,0.001727524,0.006221266,0.01365521,0.02071154,0.01787844,0.00557508,0.001417859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0114159,"about_ca_system_score_gemma":0.03229924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004344984,"about_ca_topic_score_gemma":0.003366274,"domain_scores_codex":[0.8682277,0.108737,0.004361367,0.006105942,0.01004474,0.002523344],"domain_scores_gemma":[0.7123057,0.2115071,0.01354144,0.04494711,0.01267501,0.005023668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003689463,0.0009523751,0.0101415,0.002799958,0.0002457431,0.0003758978,0.02106862,0.02424373,0.003422734,0.5210344,0.008030001,0.4073161],"study_design_scores_gemma":[0.0002160738,0.0005236894,0.00300748,0.001436642,0.0001887102,0.0002075241,0.007723772,0.03843822,0.005389856,0.8432831,0.09948215,0.0001028396],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04525184,0.001843067,0.8087742,0.06304584,0.0005268026,0.002241804,0.0003382099,0.001604051,0.07637413],"genre_scores_gemma":[0.4281833,0.001170003,0.5627554,0.002337344,0.0002963597,0.002027091,0.0003356464,0.0003837107,0.002511076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1316791,"threshold_uncertainty_score":0.6963937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08456687921631542,"score_gpt":0.4124867971582183,"score_spread":0.3279199179419029,"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."}}