{"id":"W3023513633","doi":"10.1101/2020.04.24.20077784","title":"Return To Sporting Activity After Total Hip Arthroplasty - An Irish Experience","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Irish; Physical therapy; Hip resurfacing; Arthroplasty; Surgery","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":[0.0006923315,0.0002327119,0.0002547843,0.0004206865,0.0009893011,0.0008667603,0.0003171025,0.000364673,0.002495127],"category_scores_gemma":[0.001757444,0.00024767,0.0003208166,0.000709086,0.0006972369,0.000625516,0.001212786,0.0007273011,0.000462065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356559,"about_ca_system_score_gemma":0.001475639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02332171,"about_ca_topic_score_gemma":0.05149395,"domain_scores_codex":[0.9993054,0.0001564178,0.00007003886,0.00005771138,0.0001645059,0.000245952],"domain_scores_gemma":[0.9984602,0.000126908,0.0004632396,0.00003859058,0.000204898,0.0007061945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002323705,0.0005873773,0.9220119,0.0002189708,0.00005985129,0.00802499,0.03189334,0.0001107596,0.001712111,0.0001506284,0.005144749,0.02985288],"study_design_scores_gemma":[0.00003670494,0.001070751,0.8752117,0.0002087142,0.00003529032,0.01926817,0.08992379,0.0001972899,0.0003555485,0.00007185232,0.01356406,0.00005618548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969669,0.0002482204,0.00004626661,0.0003961704,0.00003337758,0.00002029738,0.00005544247,0.000003046668,0.002230306],"genre_scores_gemma":[0.9968482,0.0006982927,0.0001055575,0.0005518961,0.00003305763,0.00001543521,0.00006650173,0.000005640342,0.001675449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02332171,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373536831508408,"score_gpt":0.3085865288455166,"score_spread":0.2712328456946758,"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."}}