{"id":"W3022864831","doi":"10.2196/16989","title":"Mobile App for Monitoring 3-Month Postoperative Functional Outcome After Hip Fracture: Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hip fracture; Traumatology; Usability; Audit; Physical therapy; Quality of life (healthcare); Population; Incidence (geometry); Orthopedic surgery; Surgery; Nursing; Osteoporosis; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004606685,0.0004595799,0.0009070172,0.0009495066,0.0006087358,0.0007932059,0.0003244838,0.0006119416,0.00088118],"category_scores_gemma":[0.01202326,0.0003091909,0.001497316,0.000583722,0.0003640231,0.0009128237,0.0007771053,0.0006100609,0.0001960682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004945422,"about_ca_system_score_gemma":0.0008514094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001578,"about_ca_topic_score_gemma":0.003245677,"domain_scores_codex":[0.9977269,0.0008792727,0.000352798,0.0002164796,0.0005731864,0.000251495],"domain_scores_gemma":[0.9942682,0.002105712,0.001393215,0.0002493261,0.001347903,0.0006355715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005522178,0.01645002,0.8809907,0.002168623,0.00105575,0.0007340275,0.01617836,0.0002427821,0.002094807,0.00009650354,0.001012949,0.07345321],"study_design_scores_gemma":[0.0005022337,0.03492101,0.9535909,0.0003222662,0.0005676875,0.0005484684,0.006687246,0.0007386895,0.0005999295,0.00005282213,0.001387491,0.00008124074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990256,0.0002025249,0.00009421806,0.00003022643,0.000009587703,0.0003650458,0.00006780598,0.000002754961,0.000202215],"genre_scores_gemma":[0.9973706,0.00045683,0.0006997659,0.00009767679,0.00002850027,0.0008746808,0.0001575945,0.00000369255,0.0003105107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004606685,"threshold_uncertainty_score":0.02436274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565186352855639,"score_gpt":0.3530533449580384,"score_spread":0.2965347096724745,"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."}}