{"id":"W6902153761","doi":"10.6084/m9.figshare.13141544.v1","title":"Additional file 3 of A strategic initiative to facilitate knowledge translation research in rehabilitation","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; McMaster University; McGill University; Université Laval; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Knowledge translation; Rehabilitation; Information system; Access to information; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"grok","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"opus","categories":["metaresearch"],"domain":"incentives","study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00852585,0.000988992,0.002225862,0.008067412,0.001278757,0.002768437,0.002956966,0.002260375,0.9186395],"category_scores_gemma":[0.1014218,0.0007803845,0.001625601,0.01320173,0.0005275686,0.003709159,0.002663166,0.001464548,0.1485351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00328415,"about_ca_system_score_gemma":0.007199058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01444724,"about_ca_topic_score_gemma":0.0285131,"domain_scores_codex":[0.9959387,0.001313429,0.001317883,0.0004057552,0.0006623061,0.0003620686],"domain_scores_gemma":[0.8615026,0.1180418,0.007013597,0.002575212,0.009036876,0.001829757],"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":[0.0005107626,0.00006453606,0.0009322798,0.02052445,0.00007379112,0.00004566453,0.0001462504,0.0001944853,0.00003395163,0.001448052,0.9663191,0.009706554],"study_design_scores_gemma":[0.01305163,0.0003585726,0.02110922,0.04374938,0.000659918,0.0003099795,0.001429779,0.001339793,0.0004731475,0.01734751,0.8999454,0.0002257416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001033285,0.00006119455,0.0002735382,0.0003530286,0.00002593729,0.0008071605,0.9957631,0.0001413275,0.002471367],"genre_scores_gemma":[0.01124876,0.001143319,0.01086053,0.002626924,0.0002737638,0.0550701,0.8844678,0.001134901,0.03317382],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9186395,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9638037166755979,"score_gpt":0.6951191777634876,"score_spread":0.2686845389121103,"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."}}