{"id":"W6921352369","doi":"10.6084/m9.figshare.c.6591523.v1","title":"Development of a UK core dataset for geriatric medicine research: a position statement and results from a Delphi consensus process","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Delphi method; Pooling; Delphi; Geriatrics; Attendance; Core (optical fiber); Scale (ratio); Process (computing)","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":["metaresearch"],"category_scores_codex":[0.5189527,0.001462179,0.002350737,0.01001924,0.005977958,0.008288219,0.00600386,0.006201915,0.008552709],"category_scores_gemma":[0.3950054,0.002362264,0.003389805,0.006822052,0.00469522,0.007423473,0.02267417,0.006195047,0.002810318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02418082,"about_ca_system_score_gemma":0.08230338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007672882,"about_ca_topic_score_gemma":0.007685564,"domain_scores_codex":[0.5243192,0.3571044,0.06858104,0.008318457,0.03159279,0.01008413],"domain_scores_gemma":[0.5458181,0.2301478,0.0227694,0.03341257,0.1504683,0.01738388],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001832152,0.001420712,0.02127611,0.03765741,0.0004197382,0.003524061,0.3110816,0.005891296,0.01053546,0.04027462,0.1499788,0.416108],"study_design_scores_gemma":[0.002039373,0.002621708,0.04466195,0.06458507,0.0004512841,0.002236719,0.2183045,0.01470305,0.007014303,0.039441,0.6029071,0.00103404],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.1580888,0.005437931,0.3428072,0.07404266,0.003776389,0.3836569,0.01106749,0.0007965111,0.02032605],"genre_scores_gemma":[0.1246851,0.001664522,0.5642025,0.00752914,0.0003992818,0.2931138,0.006102974,0.0003215032,0.001981028],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4810473,"threshold_uncertainty_score":0.593217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3342274502761852,"score_gpt":0.3767771259334564,"score_spread":0.04254967565727119,"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."}}