{"id":"W4294643519","doi":"10.1186/s41687-022-00498-z","title":"Appraisal and patient-reported outcomes following total hip arthroplasty: a longitudinal cohort study","year":2022,"lang":"en","type":"article","venue":"Journal of Patient-Reported Outcomes","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Total hip arthroplasty; Cohort; Medicine; Hip arthroplasty; Longitudinal study; Cohort study; Physical therapy; Arthroplasty; Longitudinal data; Surgery; Demography; Internal medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001179892,0.0008647537,0.002649858,0.001065889,0.000706789,0.0001245803,0.0002244006,0.0001486806,0.000583421],"category_scores_gemma":[0.002664288,0.0006938343,0.001311773,0.0008033849,0.0001884949,0.0006740291,0.0006725158,0.001401154,0.00001461532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004324488,"about_ca_system_score_gemma":0.0005578378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001660897,"about_ca_topic_score_gemma":0.00003283168,"domain_scores_codex":[0.9901858,0.0003920779,0.003925582,0.0009203385,0.003639383,0.0009368028],"domain_scores_gemma":[0.9933785,0.0007854695,0.003556795,0.001002027,0.0005008919,0.0007763702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006220355,0.002870392,0.9670542,0.00003218009,0.006373001,0.01517408,0.002705053,0.0001398033,0.0002078716,0.00001484369,0.0007093448,0.00409715],"study_design_scores_gemma":[0.01125975,0.005904911,0.9573168,0.00006070215,0.002388361,0.01099399,0.009737127,0.00003018333,0.00006355696,0.00002748806,0.001587987,0.0006292015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899596,0.0004054019,0.00003795168,0.001133315,0.005968416,0.002023068,0.00002107798,0.0001598044,0.0002913752],"genre_scores_gemma":[0.9978334,0.000007748374,0.0008203276,0.0004737031,0.00009074617,0.0001065893,0.00002193718,0.0001389052,0.0005066361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063771,"threshold_uncertainty_score":0.9995513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01849934837965501,"score_gpt":0.2961928032037862,"score_spread":0.2776934548241312,"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."}}