{"id":"W4376871015","doi":"10.1007/s10787-023-01224-x","title":"Surgery of joints","year":2023,"lang":"en","type":"article","venue":"Inflammopharmacology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Synovectomy; Medicine; Arthrodesis; Surgery; Arthroplasty; Rheumatoid arthritis; Arthritis; Orthopedic surgery; Osteotomy; Sternoclavicular joint","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":[0.0004064167,0.0007696413,0.0004822895,0.001267493,0.001380683,0.001384371,0.0003595889,0.0007761916,0.02096138],"category_scores_gemma":[0.0008943178,0.0002180048,0.0008703674,0.0007964961,0.001269088,0.0005390744,0.001031116,0.001282091,0.006063778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005564666,"about_ca_system_score_gemma":0.001560526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009919287,"about_ca_topic_score_gemma":0.002154407,"domain_scores_codex":[0.9995857,0.00004397205,0.0000508193,0.00006317619,0.0001348285,0.0001216975],"domain_scores_gemma":[0.9995949,0.0000510397,0.00008627224,0.00006966142,0.00006834486,0.0001298341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001299407,0.0003752458,0.02326676,0.002571148,0.0003396338,0.02405355,0.0008461732,0.0003235046,0.08489005,0.01237893,0.05041067,0.7992449],"study_design_scores_gemma":[0.0002435986,0.001756873,0.0938229,0.001103774,0.0003869253,0.2450405,0.001374624,0.0003327857,0.02281967,0.009980327,0.6230339,0.0001041828],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3241873,0.2482435,0.03307284,0.02118695,0.01830835,0.0004282517,0.001662592,0.001563993,0.3513463],"genre_scores_gemma":[0.7746111,0.06654162,0.01855121,0.009841074,0.01057772,0.0001918574,0.001356681,0.0001970795,0.1181318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02096138,"threshold_uncertainty_score":0.07012278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03763474704488953,"score_gpt":0.3207318290773478,"score_spread":0.2830970820324583,"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."}}