{"id":"W6977338435","doi":"10.6084/m9.figshare.20677991.v1","title":"Additional file 1 of Factors associated with reporting of the Prevention of Falls Network Europe (ProFaNE) core outcome set domains in randomized trials on falls in older people: a citation analysis and correlational study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; George & Fay Yee Centre for Healthcare Innovation","funders":"","keywords":"Core (optical fiber); Randomized controlled trial; Set (abstract data type); Outcome (game theory); Poison control","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":["metaresearch","bibliometrics"],"domain":"reporting","study_design":"observational","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003404023,0.0001374152,0.00127049,0.0002912574,0.0001882512,0.00000367262,0.0001145067,0.00009076429,0.2762317],"category_scores_gemma":[0.04066279,0.00009828942,0.0002535198,0.001988751,0.00001518806,0.00007480288,0.0001094262,0.0004125626,0.000002425468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009535839,"about_ca_system_score_gemma":0.0002516411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006501538,"about_ca_topic_score_gemma":0.002230127,"domain_scores_codex":[0.9920064,0.004261479,0.002746252,0.0002407677,0.0005676702,0.0001774692],"domain_scores_gemma":[0.977078,0.01429083,0.008135271,0.0001797624,0.0002906944,0.00002542104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004098364,0.001587396,0.8206068,0.0002991073,0.0009423392,0.000003947388,0.009125445,0.002059054,0.00002141405,0.00003312394,0.1611308,0.00009218763],"study_design_scores_gemma":[0.01887894,0.000116346,0.975353,0.002094771,0.0001936229,1.976623e-7,0.002331822,0.0008133365,1.928894e-7,0.00006799542,0.00006551103,0.00008428027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4620215,0.000008095448,0.000002080529,0.000006919926,0.00003090009,0.001968696,0.5357836,0.000007201431,0.0001709392],"genre_scores_gemma":[0.6292855,4.365959e-7,0.00002175087,0.00001403319,0.00001253342,0.001194409,0.3691697,0.000008887781,0.0002927718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2762293,"threshold_uncertainty_score":0.9674181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1635515612711525,"score_gpt":0.4035147341800521,"score_spread":0.2399631729088996,"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."}}