{"id":"W4220958431","doi":"10.1093/ageing/afac037.660","title":"660 PHYSIOTHERAPISTS PERCEPTIONS OF MECHANISMS FOR OBSERVED VARIATION IN PRACTICE DURING EARLY POSTOPERATIVE PHASE AFTER HIP FRACTURE","year":2022,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Medicine; Audit; Multidisciplinary approach; Thematic analysis; Workload; Staffing; Nursing; Clinical audit; Multidisciplinary team; Qualitative research; Perception; Skill mix; Health care; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0208251,0.0002054577,0.0004570553,0.001722001,0.002777731,0.003464051,0.001003125,0.001002461,0.00214952],"category_scores_gemma":[0.06494947,0.0009094047,0.0004222444,0.001268706,0.003445952,0.001321404,0.003806944,0.001189314,0.0003206283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005849875,"about_ca_system_score_gemma":0.009268779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01276355,"about_ca_topic_score_gemma":0.01898485,"domain_scores_codex":[0.9634251,0.02334822,0.003275882,0.0013404,0.006271015,0.002339394],"domain_scores_gemma":[0.9268151,0.04561578,0.01509216,0.001799163,0.00748033,0.003197487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002273061,0.0001263432,0.3633984,0.0006511427,0.00006877762,0.001257628,0.6074666,0.0001605143,0.001334885,0.0004164077,0.001060609,0.02383143],"study_design_scores_gemma":[0.00003915337,0.0005238461,0.2370567,0.001152854,0.00003614295,0.001386286,0.751268,0.0006543042,0.0004220258,0.0004570719,0.006931258,0.00007241082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952277,0.0004974671,0.0006193819,0.00188239,0.00002182712,0.00007176789,0.0000437611,0.00001192301,0.001623696],"genre_scores_gemma":[0.9986182,0.0002781399,0.0004020905,0.0003052634,0.000008418944,0.00006090032,0.0000205175,0.000005260377,0.0003012151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0208251,"threshold_uncertainty_score":0.110135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03142887383694099,"score_gpt":0.3908163598919308,"score_spread":0.3593874860549898,"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."}}