{"id":"W3118667223","doi":"10.1186/s43058-021-00186-x","title":"Building capacity for implementation—the KT Challenge","year":2021,"lang":"en","type":"article","venue":"Implementation Science Communications","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Centre for Advancing Health Outcomes; Providence Health Care","funders":"Vancouver Coastal Health Research Institute; Providence Health Care","keywords":"Knowledge translation; Qualitative property; Medical education; Health care; Data collection; Capacity building; Medicine; Confidence interval; Psychology; Process management; Knowledge management; Nursing; Computer science; Engineering; Political science; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008172872,0.0002001895,0.0002375841,0.0002930217,0.01064199,0.0001698051,0.002393872,0.00006150477,0.001652983],"category_scores_gemma":[0.001851813,0.0001773067,0.00009703888,0.00253786,0.001009387,0.001209478,0.001025481,0.0004341021,0.0001619214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008021719,"about_ca_system_score_gemma":0.004450336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007130037,"about_ca_topic_score_gemma":0.008607264,"domain_scores_codex":[0.9944097,0.001252058,0.001511671,0.0005944158,0.0009761819,0.001255936],"domain_scores_gemma":[0.9895941,0.004513431,0.0007656148,0.002389578,0.002409001,0.000328265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009026937,0.00007383399,0.01185211,0.0001017448,0.00003558581,4.823283e-7,0.04207201,0.000008246733,0.0219066,0.8023095,0.02578086,0.09584995],"study_design_scores_gemma":[0.001734066,0.00005979194,0.0266609,0.00002487831,0.00003488197,0.000005486535,0.05953924,0.0003057806,0.003353671,0.01197506,0.8960382,0.0002680538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2978272,0.0002537488,0.1536461,0.5214018,0.003096788,0.01039581,0.001436463,0.000484187,0.01145793],"genre_scores_gemma":[0.8258134,0.0002075639,0.1463442,0.02258091,0.0002444704,0.004374079,0.0001190286,0.00003293573,0.0002834357],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8702573,"threshold_uncertainty_score":0.9992597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8210806323720665,"score_gpt":0.7665839044620161,"score_spread":0.05449672791005045,"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."}}