{"id":"W6958543495","doi":"10.6084/m9.figshare.16921646","title":"Additional file 1 of Trainee-led research using an integrated knowledge translation or other research partnership approaches: a scoping review","year":2021,"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":"Western University; McGill University; University of Calgary; Women's College Hospital; Alberta Health Services; University of Ottawa; Dalhousie University","funders":"","keywords":"General partnership; Knowledge base; File format; Key (lock); Information system","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":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007917094,0.001566806,0.003505165,0.01453162,0.00128568,0.002771718,0.002232011,0.002052224,0.8385752],"category_scores_gemma":[0.08429905,0.001124078,0.002711749,0.02158922,0.0006034278,0.003726779,0.002492779,0.00130707,0.06955878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004420928,"about_ca_system_score_gemma":0.01031414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01412145,"about_ca_topic_score_gemma":0.02867413,"domain_scores_codex":[0.9962391,0.0009545527,0.001503058,0.000490949,0.0005304287,0.0002820337],"domain_scores_gemma":[0.9037645,0.07899886,0.006379039,0.001598295,0.008351085,0.0009081141],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006974935,0.00007092133,0.0009143598,0.2726174,0.0002881664,0.0001015068,0.0003913913,0.0004355675,0.0001626015,0.002940167,0.7021056,0.01927486],"study_design_scores_gemma":[0.007310989,0.0003476752,0.01049205,0.1485512,0.001561881,0.0002806758,0.001065379,0.0007809603,0.0005039788,0.009368959,0.8195295,0.0002068218],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0001610677,0.0004315865,0.0003532317,0.0003297997,0.0000517232,0.002551324,0.9935398,0.000150873,0.002430624],"genre_scores_gemma":[0.01286159,0.00617451,0.01818603,0.003073564,0.000331131,0.1673295,0.7487479,0.001181928,0.04211397],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9920829,"threshold_uncertainty_score":0.2302529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9869845731182806,"score_gpt":0.7778473429757169,"score_spread":0.2091372301425637,"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."}}