{"id":"W4398759923","doi":"10.1016/j.joca.2024.03.083","title":"ELUCIDATING THE MOLECULAR MECHANISMS ASSOCIATED WITH SECONDARY ARTHROFIBROSIS OF THE SHOULDER","year":2024,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Arthrofibrosis; Medicine; Computational biology; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003948347,0.0005294719,0.0005941389,0.0009766318,0.0005248054,0.0007719285,0.0004238047,0.0007883516,0.001967794],"category_scores_gemma":[0.0004243871,0.0002624009,0.0005269995,0.0002231086,0.0008167245,0.0006134468,0.0003500563,0.0009604243,0.0003408078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004002065,"about_ca_system_score_gemma":0.000559584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005549343,"about_ca_topic_score_gemma":0.0006972954,"domain_scores_codex":[0.9996893,0.00007287967,0.00002512309,0.00003141925,0.00007557486,0.0001056368],"domain_scores_gemma":[0.9997502,0.00004636411,0.0001040261,0.0000182142,0.00004360954,0.00003761217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001158478,0.0005005725,0.004853136,0.0006605358,0.00007715846,0.003994432,0.000150092,0.0002817633,0.9665445,0.003552879,0.0005342379,0.0176923],"study_design_scores_gemma":[0.0006858654,0.006058895,0.1815052,0.0003713024,0.0005224457,0.04199294,0.001732226,0.005592468,0.7349732,0.009311554,0.01717047,0.00008342804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386002,0.04407821,0.00849251,0.002097766,0.0002904007,0.0002687128,0.0001760938,0.0000805132,0.005915726],"genre_scores_gemma":[0.9846625,0.009735992,0.002898199,0.0002943129,0.0001528252,0.00011805,0.0001152967,0.000005588086,0.002017175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001967794,"threshold_uncertainty_score":0.006582916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008249450135969722,"score_gpt":0.2365731968594604,"score_spread":0.2283237467234907,"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."}}