{"id":"W4210284436","doi":"10.21203/rs.3.rs-150988/v1","title":"Building Capacity for Implementation – The KT Challenge","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver Coastal Health; Providence Health Care","funders":"Vancouver Coastal Health Research Institute; Providence Health Care","keywords":"Computer science; Business; Process management","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":[0.07330699,0.001247838,0.002870709,0.002612666,0.006454619,0.01940549,0.003799181,0.01371286,0.05312222],"category_scores_gemma":[0.1905505,0.001135488,0.001498785,0.004459308,0.03729078,0.04326905,0.01805529,0.02456507,0.007266599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01209754,"about_ca_system_score_gemma":0.04318425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088613,"about_ca_topic_score_gemma":0.005144827,"domain_scores_codex":[0.9463196,0.03601792,0.001846439,0.004020514,0.007575998,0.004219455],"domain_scores_gemma":[0.6946914,0.2605055,0.004918252,0.01718865,0.01170997,0.01098637],"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":[0.00002976487,0.00005039835,0.0001774954,0.0003380477,0.00002462,0.00003706967,0.0007531256,0.000837155,0.000045223,0.9620103,0.01896999,0.01672684],"study_design_scores_gemma":[0.0000271734,0.000009060222,0.0001359951,0.0002391728,0.000005840282,0.00001874833,0.0008482116,0.0008521423,0.00008447653,0.9777551,0.02001354,0.00001054381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0070968,0.006239125,0.03921977,0.7348154,0.00246241,0.0001981373,0.0003133613,0.0002895413,0.2093656],"genre_scores_gemma":[0.815875,0.0109823,0.04025142,0.06457695,0.006954821,0.002260863,0.0003824676,0.001093539,0.05762261],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07330699,"threshold_uncertainty_score":0.3876891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8753331275616962,"score_gpt":0.7841406584611587,"score_spread":0.09119246910053758,"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."}}