{"id":"W4313888041","doi":"10.20933/100001251","title":"IKT for Research Stage 4: Study Design","year":2022,"lang":"en","type":"report","venue":"","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University; University of Dundee; Wellcome","keywords":"General partnership; Knowledge translation; Stakeholder; Stakeholder engagement; Knowledge transfer; Medical education; Translational research; Dialog box; Public relations; Best practice; Political science; Knowledge management; Engineering; Sociology; Medicine; Computer science","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":[0.1747467,0.002054011,0.004748771,0.004840345,0.004774466,0.0097776,0.005763456,0.007011155,0.1557954],"category_scores_gemma":[0.2327566,0.004473293,0.003270128,0.004990088,0.004841061,0.005706397,0.006440516,0.009379949,0.04778204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007627173,"about_ca_system_score_gemma":0.0389571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005858202,"about_ca_topic_score_gemma":0.008761955,"domain_scores_codex":[0.8784555,0.08735754,0.008098069,0.009202324,0.01023971,0.006646751],"domain_scores_gemma":[0.8533754,0.09814171,0.00355299,0.01654735,0.02340994,0.00497264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02538136,0.00410542,0.004936568,0.05502461,0.0003355304,0.002574362,0.1055225,0.002823037,0.01004425,0.09947072,0.1649663,0.5248154],"study_design_scores_gemma":[0.01568244,0.006720517,0.008070244,0.0342437,0.0003498516,0.0005578913,0.02830747,0.004250548,0.005450161,0.06309213,0.8328718,0.0004033196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.008571243,0.001203637,0.07230416,0.004417752,0.002767823,0.8846994,0.006398398,0.000825353,0.01881232],"genre_scores_gemma":[0.005093021,0.0002063704,0.04683134,0.001379267,0.000105177,0.9424608,0.0004291714,0.0001626428,0.003332201],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1747467,"threshold_uncertainty_score":0.9241599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9920932469943089,"score_gpt":0.8817512286038817,"score_spread":0.1103420183904272,"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."}}