{"id":"W3000441824","doi":"10.1186/s12877-019-1404-8","title":"Orthopaedic surgeons’ perceptions of frailty and frailty screening","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Medical Research Council; Canadian Institutes of Health Research; National Health and Medical Research Council; Resthaven Incorporated","keywords":"Medicine; Thematic analysis; Context (archaeology); Gerontology; Rehabilitation; Geriatrics; Health care; Qualitative research; MEDLINE; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.01465489,0.0003902307,0.0005429002,0.001833523,0.004729568,0.003892334,0.0009760872,0.001396874,0.003866009],"category_scores_gemma":[0.04919204,0.0004657584,0.000395759,0.001384694,0.009288724,0.001828862,0.006717559,0.001995731,0.000332885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00429482,"about_ca_system_score_gemma":0.01382306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01469744,"about_ca_topic_score_gemma":0.01603823,"domain_scores_codex":[0.9864228,0.006900425,0.001120797,0.0005085197,0.002967563,0.002079904],"domain_scores_gemma":[0.9410682,0.032911,0.009207344,0.0008369035,0.006254339,0.009722047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001094998,0.00006612643,0.06984933,0.000657984,0.00002235794,0.001371381,0.9132823,0.0001423426,0.001022929,0.0008878698,0.001741839,0.01084613],"study_design_scores_gemma":[0.00001080806,0.0001878632,0.02665035,0.0003721045,0.00001151142,0.001056081,0.9653831,0.00006900365,0.0001151602,0.0004942461,0.005610012,0.00003972444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870108,0.00110585,0.0005446486,0.005530203,0.00009153532,0.00004919722,0.00004255473,0.0000106262,0.005614522],"genre_scores_gemma":[0.9972439,0.0009522579,0.0002608701,0.001024441,0.00003222802,0.00003513608,0.00002019773,0.00000543231,0.0004256046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01469744,"threshold_uncertainty_score":0.07750338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05985861130376133,"score_gpt":0.293174488662518,"score_spread":0.2333158773587567,"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."}}