{"id":"W4402536176","doi":"10.1016/j.jseint.2024.08.205","title":"Association of neighborhood level socioeconomic status and patient reported clinical improvement following total shoulder arthroplasty","year":2024,"lang":"en","type":"article","venue":"JSES International","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arthrex","keywords":"Socioeconomic status; Arthroplasty; Association (psychology); Medicine; Physical therapy; Surgery; Environmental health; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006991063,0.00012732,0.0002040579,0.0004213013,0.0002843368,0.0003471981,0.0002471294,0.0002385488,0.001416254],"category_scores_gemma":[0.004480755,0.00008444531,0.000246176,0.0003776214,0.0001804379,0.0002479519,0.0003733615,0.0003525724,0.0001039424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039685,"about_ca_system_score_gemma":0.0001672172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002989105,"about_ca_topic_score_gemma":0.006177906,"domain_scores_codex":[0.9994368,0.0001806358,0.0000804768,0.00006810763,0.0001342347,0.000099728],"domain_scores_gemma":[0.9975252,0.0005897281,0.0011779,0.00009317048,0.0002999828,0.0003141009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001145688,0.00004148858,0.9984462,0.000006248631,0.00003858662,0.0000231539,0.00002754132,0.00003177783,0.00004972556,0.000004567443,0.00003444829,0.001181751],"study_design_scores_gemma":[0.000002131146,0.00009745966,0.9996117,0.000002023568,0.00001085708,0.00005019589,0.00007042555,0.00009944853,0.0000159189,0.000006076139,0.00003225144,0.000001501555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994103,0.000136355,0.00003586623,0.00003754843,0.000004549975,0.000004323419,0.0000836146,0.000001070916,0.0002864515],"genre_scores_gemma":[0.9998159,0.00003269276,0.00002191316,0.000006084739,0.000004384437,0.000003403374,0.00007289028,3.156196e-7,0.00004243114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002989105,"threshold_uncertainty_score":0.005943418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03705184327226692,"score_gpt":0.3634099892598209,"score_spread":0.326358145987554,"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."}}