{"id":"W4408585658","doi":"10.25259/jmsr_479_2024","title":"Shoulder arthrodesis in the pediatric and adolescent population: A systematic review","year":2025,"lang":"en","type":"review","venue":"Journal of Musculoskeletal Surgery and Research","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital","funders":"","keywords":"Arthrodesis; Systematic review; Medicine; MEDLINE; Political science; Alternative medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008910106,0.000291274,0.003142172,0.001074497,0.0001400545,0.00005658727,0.000146556,0.0002186511,0.00002452426],"category_scores_gemma":[0.001735804,0.000137156,0.0008897057,0.001268478,0.00008363798,0.00008829685,0.00008016235,0.001390277,0.000002981959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088818,"about_ca_system_score_gemma":0.0005086052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006432612,"about_ca_topic_score_gemma":0.000001796328,"domain_scores_codex":[0.9943055,0.002474535,0.001548244,0.0002566657,0.001091099,0.0003239362],"domain_scores_gemma":[0.9951269,0.003652235,0.0004727651,0.0003496961,0.0002361379,0.0001622352],"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":[0.00001763297,0.000220666,0.001114084,0.8937281,0.0002078881,0.0004298995,0.00001832095,1.591098e-8,8.956689e-9,0.00001432216,0.002505379,0.1017437],"study_design_scores_gemma":[0.0002627203,0.000215464,0.002345182,0.9592916,0.009234082,0.002695204,0.00007899463,2.777955e-7,5.142513e-8,0.00004075428,0.02566618,0.0001694923],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006693413,0.9958503,0.000001315468,0.001085756,0.0001259501,0.002172055,0.000004606794,0.000003575643,0.00008707251],"genre_scores_gemma":[0.001184492,0.9980335,0.00001054033,0.0001452578,0.0003038001,0.0001088692,0.00001275448,0.00001630245,0.0001844909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1015742,"threshold_uncertainty_score":0.6040137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065386531314657,"score_gpt":0.4598349581033541,"score_spread":0.3532963049718884,"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."}}