{"id":"W4405274463","doi":"10.5435/jaaos-d-24-00063","title":"Heterotopic Ossification After Shoulder Arthroplasty: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Journal of the American Academy of Orthopaedic Surgeons","topic":"Heterotopic Ossification and Related Conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Heterotopic ossification; Arthroplasty; Complication; Ossification; Surgery; Incidence (geometry); Soft tissue; Systematic review; Total hip arthroplasty; Hip arthroplasty; MEDLINE","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":[0.004133858,0.001133923,0.006898851,0.008417693,0.0005242939,0.00201226,0.001613679,0.001775963,0.004286964],"category_scores_gemma":[0.01883707,0.0008156504,0.005642949,0.01015514,0.00084343,0.001817942,0.001096478,0.0007715178,0.0003166454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002146011,"about_ca_system_score_gemma":0.007370761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005863818,"about_ca_topic_score_gemma":0.0171361,"domain_scores_codex":[0.995699,0.001140872,0.001855404,0.0003549583,0.0008140321,0.0001357589],"domain_scores_gemma":[0.9818236,0.01176851,0.004454421,0.000230347,0.001512758,0.0002103771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001214831,0.00001120172,0.001099704,0.9788935,0.005189291,0.0001464293,0.0001174936,0.00004289375,0.0001028393,0.00006168429,0.0006609896,0.0135525],"study_design_scores_gemma":[0.0002612907,0.0003421175,0.01000818,0.8861021,0.08894965,0.0011236,0.0003610573,0.00008226228,0.0001660663,0.000163005,0.01240309,0.0000375444],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001740305,0.9972695,0.00008042713,0.0001253201,0.00005955006,0.0002066997,0.0003194005,0.00000550804,0.000193303],"genre_scores_gemma":[0.01891159,0.9795928,0.0003304768,0.0003406401,0.00007586493,0.0004367762,0.000208684,0.000003506434,0.00009961678],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008417693,"threshold_uncertainty_score":0.02186221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0444153206688229,"score_gpt":0.37074700172944,"score_spread":0.3263316810606171,"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."}}