{"id":"W4296709822","doi":"10.1136/ebnurs-2022-103609","title":"KT: why it should be ‘hotter’ than it is","year":2022,"lang":"en","type":"article","venue":"Evidence-Based Nursing","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Battle; Public relations; Political science; Science policy; Service (business); Service provider; Business; Engineering ethics; Public administration; Marketing; Engineering","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006551855,0.0002686963,0.0003642429,0.0004425168,0.004532092,0.00005431636,0.0008311605,0.0001186512,0.0204108],"category_scores_gemma":[0.001824345,0.0002813362,0.0001262827,0.001446557,0.0002125762,0.0007540902,0.0001750676,0.001295943,0.0005017575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001996142,"about_ca_system_score_gemma":0.002791863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339304,"about_ca_topic_score_gemma":0.0002285589,"domain_scores_codex":[0.9912233,0.003616035,0.001191998,0.0007225637,0.001747814,0.001498303],"domain_scores_gemma":[0.9931183,0.004743929,0.0005685524,0.0008166804,0.0002328062,0.0005197631],"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":[0.00007486047,0.00004741691,0.01160257,0.0001493518,0.00000493802,0.000009076728,0.0353558,0.00009628777,0.0005707439,0.0001825467,0.9479656,0.003940838],"study_design_scores_gemma":[0.001101788,0.0003872153,0.005956333,0.002090564,0.00003559489,0.000006621239,0.02690066,0.001617181,0.0005828638,0.0005910167,0.9602942,0.0004359368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04914627,0.0001521591,0.004216871,0.9372797,0.002688492,0.001462302,0.0001608462,0.000203006,0.004690378],"genre_scores_gemma":[0.4439344,0.0000177291,0.0009362904,0.5522063,0.0004278781,0.0004709525,0.00001229529,0.00003814284,0.001956034],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3947881,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7875426922079707,"score_gpt":0.6748074131786067,"score_spread":0.112735279029364,"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."}}