{"id":"W4401244622","doi":"10.3390/jcm13154535","title":"Etiology, Outcomes, and Complications of Total Hip Arthroplasty in Younger Patients: A Nationwide Big Data Analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Etiology; Total hip arthroplasty; Arthroplasty; Surgery; Physical therapy; Internal medicine","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":[0.002283959,0.0003266173,0.0005971794,0.002320716,0.00052842,0.0007947122,0.0005605285,0.0003917629,0.0008554856],"category_scores_gemma":[0.006328688,0.000317888,0.001385841,0.004128456,0.0003147199,0.0007557246,0.001642926,0.0009352112,0.0001581027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007136236,"about_ca_system_score_gemma":0.001432985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385909,"about_ca_topic_score_gemma":0.01843161,"domain_scores_codex":[0.99809,0.0005879345,0.0004086794,0.0003149938,0.0003582467,0.0002401016],"domain_scores_gemma":[0.9935355,0.001405348,0.003122856,0.0005710306,0.0006860875,0.0006790883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000042279,0.00001649754,0.9972833,0.00006695066,0.0002383811,0.00005299992,0.00007105178,0.00007912887,0.00003181823,0.00004544474,0.0007408325,0.001331345],"study_design_scores_gemma":[0.0000078232,0.00002985749,0.9976151,0.00007455618,0.0001750912,0.0001806609,0.000366389,0.0004842683,0.00003576729,0.0001312034,0.000890057,0.000009179592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769099,0.002308307,0.0006535366,0.001128323,0.00003684764,0.00004575401,0.01813098,0.0000165103,0.0007699064],"genre_scores_gemma":[0.9837893,0.0008897508,0.0006990788,0.0003088295,0.00005900491,0.00007643541,0.01409989,0.000008198356,0.0000695659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01385909,"threshold_uncertainty_score":0.02755684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1199558553072501,"score_gpt":0.4259616963683828,"score_spread":0.3060058410611327,"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."}}