{"id":"W2286847177","doi":"10.1155/2013/121654","title":"Knowledge Brokering: An Innovative Model for Supporting Evidence‐Informed Practice in Respiratory Care","year":2013,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia; Providence Health Care","funders":"","keywords":"Medicine; Respiratory care; Process (computing); Health care; Work (physics); Knowledge management; Clinical Practice; Dissemination; Incentive; Nursing; Knowledge translation; Medical education; Intensive care medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005966408,0.0001924753,0.0002688193,0.001222205,0.002138712,0.000147388,0.000548505,0.0002821887,0.0004078711],"category_scores_gemma":[0.01826661,0.0001792469,0.00004718159,0.001136435,0.0001153435,0.003357255,0.00004447612,0.001683426,0.000252693],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003927905,"about_ca_system_score_gemma":0.07912794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01673489,"about_ca_topic_score_gemma":0.2928412,"domain_scores_codex":[0.9951861,0.0008887008,0.001267289,0.0003500491,0.0004009059,0.001906966],"domain_scores_gemma":[0.9905831,0.001550915,0.00057523,0.0003510862,0.004230621,0.002709029],"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":[0.000190497,0.0001131469,0.1417246,0.001376828,0.0000311558,0.00006209833,0.3436175,0.0006924418,0.001317755,0.001771681,0.3483681,0.1607341],"study_design_scores_gemma":[0.001416393,0.0007768632,0.05862366,0.001113616,0.000008594675,0.0000100294,0.168032,0.008781943,0.00005976678,0.0004714458,0.7601855,0.0005201815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723879,0.002274502,0.0004807579,0.0036225,0.001543808,0.003272818,0.00003261199,0.00003744065,0.01634771],"genre_scores_gemma":[0.9745028,0.00004656256,0.00170036,0.02059953,0.001447544,0.0009108518,0.000008754237,0.00004627779,0.0007373334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4118174,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3411321632379917,"score_gpt":0.5531812106275313,"score_spread":0.2120490473895396,"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."}}