{"id":"W6927052716","doi":"10.25905/12997940","title":"Assessing the Appropriateness of Frailty Screening in the Australian General Practice Context: Ethics, Accuracy, Feasibility and Acceptability","year":2020,"lang":"en","type":"dissertation","venue":"Torrens University","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; General practice; Frailty Index; Scale (ratio); Narrative review; Identification (biology); MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3188557,0.0003551296,0.001756439,0.003111813,0.003223683,0.00847463,0.001964271,0.002188237,0.001331163],"category_scores_gemma":[0.5489552,0.0009180715,0.001678342,0.003262707,0.006409646,0.006350282,0.006366167,0.003046117,0.0002364702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007982532,"about_ca_system_score_gemma":0.02904265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02384445,"about_ca_topic_score_gemma":0.03763711,"domain_scores_codex":[0.6031454,0.3173212,0.03220317,0.004870427,0.03863969,0.003820168],"domain_scores_gemma":[0.4295646,0.4329467,0.05639016,0.01312224,0.06296305,0.005013224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000950577,0.0005753957,0.3454976,0.03396085,0.001150053,0.001325907,0.2646803,0.0009614162,0.0009782881,0.00799371,0.003875633,0.3380502],"study_design_scores_gemma":[0.0005715154,0.0049189,0.6295541,0.08590479,0.002457443,0.002387875,0.1925245,0.005902263,0.002100379,0.02184419,0.05125702,0.0005771366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852849,0.03433856,0.01208818,0.04534041,0.0007038384,0.0057764,0.0004607223,0.00003911007,0.01596798],"genre_scores_gemma":[0.9753816,0.006583171,0.01186561,0.003313323,0.0001256053,0.002368967,0.00008734353,0.000009410448,0.0002650537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3188557,"threshold_uncertainty_score":0.8399723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07881142637742007,"score_gpt":0.3479708218586656,"score_spread":0.2691593954812456,"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."}}