{"id":"W2814423053","doi":"10.2196/10168","title":"Postoperative Home Monitoring After Joint Replacement: Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Western University","funders":"University of Ottawa","keywords":"Medicine; Observational study; Joint replacement; Knee replacement; Total hip replacement; Prospective cohort study; Hip replacement; Arthroplasty; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.002985906,0.0003856709,0.0004252227,0.0006443549,0.0005808499,0.0005737069,0.0004733518,0.0005278212,0.002004436],"category_scores_gemma":[0.008324726,0.0003875107,0.0006378134,0.0005212737,0.0005219255,0.000735159,0.0007787703,0.0006882466,0.0004366612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003386813,"about_ca_system_score_gemma":0.0008341578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009111584,"about_ca_topic_score_gemma":0.001122998,"domain_scores_codex":[0.9977585,0.001198286,0.0002526861,0.0001892378,0.0003588528,0.0002424681],"domain_scores_gemma":[0.9907814,0.002832665,0.003796014,0.0006044602,0.0009162166,0.001069214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001200538,0.001440508,0.993745,0.00004562169,0.00004935931,0.000210538,0.000311834,0.0000331328,0.0003210675,0.00001478516,0.00005787094,0.002569785],"study_design_scores_gemma":[0.0003719572,0.01689234,0.97903,0.00002950796,0.00007580204,0.001365102,0.001251933,0.0003394369,0.0002486333,0.00002732319,0.0003475729,0.00002039531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994909,0.00006311708,0.0001385784,0.00001850622,0.00000395649,0.00007247239,0.00004416316,0.000001268809,0.0001670236],"genre_scores_gemma":[0.9992585,0.00006347796,0.0003012395,0.0000503657,0.00002478409,0.0001323291,0.0001075435,0.000001255782,0.00006047736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002985906,"threshold_uncertainty_score":0.01579118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05653261678676851,"score_gpt":0.3653188475814878,"score_spread":0.3087862307947193,"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."}}