{"id":"W6939582543","doi":"10.6084/m9.figshare.17284377","title":"Additional file 4 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":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Software; Current (fluid); Software development; Computer Applications","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":[0.003293252,0.0010846,0.001486214,0.006326781,0.0005427353,0.001517744,0.001551764,0.001282694,0.7882733],"category_scores_gemma":[0.0456309,0.000502564,0.001750898,0.007258052,0.0002243299,0.001870065,0.001417207,0.0007706566,0.06465199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291245,"about_ca_system_score_gemma":0.002934381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006650591,"about_ca_topic_score_gemma":0.01340843,"domain_scores_codex":[0.9987361,0.0003125599,0.0004599832,0.0001612042,0.0002313967,0.00009869138],"domain_scores_gemma":[0.9556257,0.03681858,0.002536078,0.0006897904,0.003900155,0.0004297494],"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":[0.0009438398,0.0001294653,0.003275545,0.09139922,0.0002846332,0.0001239115,0.0002613488,0.0003996176,0.0001635298,0.001117346,0.8628387,0.03906282],"study_design_scores_gemma":[0.005980406,0.0003340889,0.04379984,0.06056733,0.001352361,0.000462728,0.001055511,0.001183451,0.0007325705,0.009404646,0.8749158,0.0002111933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002792051,0.0001723336,0.0003455269,0.0001861326,0.00002962683,0.0004843618,0.9972175,0.0003090645,0.0009760799],"genre_scores_gemma":[0.01216663,0.001750501,0.01572041,0.001231649,0.0001872955,0.02098783,0.9255529,0.001036031,0.02136675],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7882733,"threshold_uncertainty_score":0.3020024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346575181533551,"score_gpt":0.2752628487327016,"score_spread":0.2517970969173661,"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."}}