{"id":"W4313648703","doi":"10.1186/s40634-022-00564-x","title":"Comparison of clinical‐CT segmentation techniques for measuring subchondral bone cyst volume in glenohumeral osteoarthritis","year":2023,"lang":"en","type":"article","venue":"Journal of Experimental Orthopaedics","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; St Joseph's Health Care; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Osteoarthritis; Subchondral bone; Medicine; Orthopedic surgery; Orthodontics; Radiology; Nuclear medicine; Articular cartilage; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006186121,0.0005767384,0.0004238359,0.002332522,0.0002662823,0.001151995,0.0007586252,0.0007414427,0.000424532],"category_scores_gemma":[0.02292417,0.0004719752,0.0003928737,0.000736531,0.0005867089,0.0005487004,0.000509374,0.0002602482,0.0002829244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982566,"about_ca_system_score_gemma":0.0002751878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448101,"about_ca_topic_score_gemma":0.003070736,"domain_scores_codex":[0.9949549,0.001897704,0.0007487845,0.0008887806,0.001392223,0.0001175946],"domain_scores_gemma":[0.984336,0.006042493,0.002702778,0.001857031,0.004819119,0.0002425526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003059161,0.0002000407,0.775909,0.0006071334,0.0008961263,0.0002370767,0.001244681,0.005238007,0.08913452,0.0002315133,0.0006067572,0.1226359],"study_design_scores_gemma":[0.0001297643,0.00113923,0.886687,0.0001060436,0.0004845305,0.002884946,0.0007135748,0.04218202,0.06428105,0.0003188654,0.0009665132,0.0001063825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96253,0.001176908,0.03476945,0.00004822304,0.00003673755,0.00009102956,0.0002055378,0.0003167248,0.0008253381],"genre_scores_gemma":[0.9780597,0.0001315115,0.02132485,0.00002452437,0.00001349571,0.00005772924,0.0001664553,0.00004039712,0.0001812946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006186121,"threshold_uncertainty_score":0.03271574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099583502997118,"score_gpt":0.4522095838428201,"score_spread":0.3422512335431084,"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."}}