{"id":"W4383334972","doi":"10.2139/ssrn.4487105","title":"A Scoping Review to Identify Candidate Quality Indicators of Tools that Support the Practice of Knowledge Translation","year":2023,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Calgary; University of Ottawa; University of Toronto; University Health Network; McMaster University","funders":"","keywords":"Knowledge translation; Quality (philosophy); Translation (biology); Knowledge management; Computer science; Data science; Process management; Business; Epistemology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1032487,0.0028303,0.009626108,0.04967161,0.002926408,0.01007726,0.004750957,0.00456947,0.005109459],"category_scores_gemma":[0.2866933,0.002065739,0.009518784,0.03906675,0.002948977,0.009968452,0.006492291,0.003015819,0.001273191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01196275,"about_ca_system_score_gemma":0.07073759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293148,"about_ca_topic_score_gemma":0.02925117,"domain_scores_codex":[0.9269385,0.02076076,0.03094258,0.002845178,0.01749649,0.001016479],"domain_scores_gemma":[0.6805856,0.194853,0.05068261,0.008222713,0.06262437,0.003031672],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005233702,0.0001600152,0.002754482,0.5774331,0.005039704,0.0001959638,0.001264841,0.0004703139,0.0007211765,0.00367435,0.00819364,0.399569],"study_design_scores_gemma":[0.0002174784,0.0003651798,0.00420643,0.9226328,0.02118728,0.0002314425,0.0007826451,0.0004397636,0.0007920135,0.002387794,0.04667646,0.00008074343],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002743081,0.9754556,0.007418107,0.00339976,0.0009360858,0.005440098,0.001405828,0.0001233244,0.003078172],"genre_scores_gemma":[0.0279444,0.9266489,0.03307179,0.001697645,0.0003150589,0.006967376,0.002557423,0.00007207861,0.0007252276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8967513,"threshold_uncertainty_score":0.5460379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069571839311955,"score_gpt":0.4718826875457315,"score_spread":0.364925503614536,"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."}}