{"id":"W6889047379","doi":"10.25384/sage.21610409","title":"sj-pdf-1-sel-10.1177_17585732211007443 - Supplemental material for A systematic review of clinical outcomes for outpatient vs. inpatient shoulder arthroplasty","year":2022,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Arthroplasty; Elbow; Systematic review; MEDLINE; Shoulder surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005387638,0.001609716,0.002607407,0.009071341,0.0006239985,0.005045665,0.002972939,0.003051188,0.9192561],"category_scores_gemma":[0.05556012,0.001682386,0.0028504,0.01467728,0.000442571,0.004737752,0.003835029,0.001421275,0.4188914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129126,"about_ca_system_score_gemma":0.005679152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007257911,"about_ca_topic_score_gemma":0.02007743,"domain_scores_codex":[0.9966833,0.000686947,0.0009952256,0.0003565497,0.001015799,0.0002623027],"domain_scores_gemma":[0.9509234,0.03371907,0.004155501,0.001305233,0.008384122,0.001512688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002969207,0.00005386641,0.0004677851,0.08101445,0.0003376587,0.00003493427,0.0000704777,0.00007079702,0.0001539194,0.0009466499,0.8894888,0.02706364],"study_design_scores_gemma":[0.006852133,0.0002859452,0.008607612,0.0645739,0.001004694,0.0001617756,0.0002702526,0.0002583778,0.0004776878,0.004491189,0.9128636,0.0001529673],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.000340593,0.003306087,0.0005246875,0.002285277,0.0008274299,0.001895019,0.959875,0.001477261,0.02946866],"genre_scores_gemma":[0.009377931,0.01475777,0.01087838,0.0100582,0.001976588,0.01945188,0.7694926,0.00472938,0.1592773],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9192561,"threshold_uncertainty_score":0.1151713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175486585690746,"score_gpt":0.4387856914658073,"score_spread":0.3212370328967327,"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."}}