{"id":"W3080969025","doi":"10.2106/jbjs.19.00182","title":"Musculoskeletal Infection in Orthopaedic Oncology","year":2019,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Subspecialty; Medicine; Family medicine; Orthopedic surgery; Internal medicine; Periprosthetic; Oncology; General surgery; Surgery; Arthroplasty","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":[0.006328271,0.000683039,0.0006571276,0.002390117,0.001604884,0.002574714,0.0008467037,0.002215974,0.01180388],"category_scores_gemma":[0.03240701,0.0002604873,0.0006691802,0.001788779,0.002631371,0.00193205,0.003762208,0.003380079,0.00165028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002699819,"about_ca_system_score_gemma":0.007773865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002191135,"about_ca_topic_score_gemma":0.002194848,"domain_scores_codex":[0.987175,0.005574321,0.00187885,0.0007715199,0.003470221,0.00112993],"domain_scores_gemma":[0.977648,0.007494392,0.006709798,0.000540982,0.005437156,0.002169614],"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":[0.0003170617,0.0002906554,0.09657998,0.01828262,0.0002193275,0.0043121,0.007199907,0.0007033255,0.001934705,0.02410787,0.1692968,0.6767555],"study_design_scores_gemma":[0.0001199893,0.0006733055,0.1234007,0.05101723,0.0002497544,0.03868898,0.01319723,0.0004699031,0.001034177,0.02222733,0.7487704,0.0001510459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06051816,0.5456899,0.00764918,0.2117116,0.01925632,0.0007260282,0.0007042942,0.0001062978,0.1536382],"genre_scores_gemma":[0.6263617,0.2864778,0.006407049,0.05350019,0.01395577,0.0005789283,0.0007473514,0.00006373246,0.01190751],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01180388,"threshold_uncertainty_score":0.03948796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686605892666523,"score_gpt":0.2830489952276816,"score_spread":0.2661829363010163,"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."}}