{"id":"W6958761302","doi":"10.6084/m9.figshare.17284368.v1","title":"Additional file 1 of Web-based software applications for frailty assessment in older adults: a scoping review of current status with insights into future development","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Software; Vocabulary; Current (fluid); Software development; Computer Applications; Systematic review","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004307925,0.001377558,0.002463205,0.009988497,0.0007441215,0.001963163,0.001878381,0.001610805,0.8180011],"category_scores_gemma":[0.05793768,0.0007246051,0.002389944,0.0125833,0.0003621324,0.003086608,0.001832534,0.00109088,0.06839831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002096211,"about_ca_system_score_gemma":0.004857581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007263864,"about_ca_topic_score_gemma":0.01535452,"domain_scores_codex":[0.9982285,0.0004125107,0.000787788,0.0001876922,0.0002671688,0.0001163982],"domain_scores_gemma":[0.9291725,0.06016905,0.004086006,0.0007939219,0.005224107,0.0005544773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001063352,0.0001187232,0.001468709,0.2037627,0.0002638439,0.0001266287,0.000366783,0.0003309613,0.0001634675,0.001906833,0.7480516,0.04237641],"study_design_scores_gemma":[0.007598236,0.0003804036,0.02028604,0.1175101,0.001619293,0.0004717125,0.0009493647,0.0008161152,0.0005823625,0.008973206,0.8405915,0.0002217119],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.000258198,0.0005510199,0.0004200082,0.000289157,0.00004738327,0.001661018,0.9945122,0.0002930631,0.001967987],"genre_scores_gemma":[0.01325631,0.007254579,0.02513408,0.002296121,0.0004097096,0.07490857,0.8424863,0.00126707,0.0329873],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8180011,"threshold_uncertainty_score":0.2595994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074736584206956,"score_gpt":0.3282268254118684,"score_spread":0.2974794595697989,"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."}}