{"id":"W2263936224","doi":"10.1186/s12891-016-0900-7","title":"Does cartilage volume measurement or radiographic osteoarthritis at baseline independently predict ten-year cartilage volume loss?","year":2016,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; Université de Montréal","funders":"National Health and Medical Research Council; National Medical Research Council; Medical Research Council","keywords":"Cartilage; Medicine; Osteoarthritis; Rheumatology; Orthopedic surgery; Radiography; Nuclear medicine; Anatomy; Surgery; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008690747,0.0008346301,0.0009207199,0.000465897,0.0003767073,0.00008032921,0.0003261901,0.0004028631,0.004348305],"category_scores_gemma":[0.0004767644,0.000465939,0.001132969,0.000568271,0.0004530809,0.0005526185,0.0002227828,0.0002690185,0.001006075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004332513,"about_ca_system_score_gemma":0.00034647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000762778,"about_ca_topic_score_gemma":0.009218975,"domain_scores_codex":[0.9942667,0.0003480616,0.0008972166,0.001300622,0.001868919,0.001318487],"domain_scores_gemma":[0.9973298,0.0001051909,0.0002534232,0.001197174,0.0003085874,0.0008058065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003878462,0.001434117,0.795566,0.0009924107,0.0002619214,0.0005253493,0.0003452181,0.000003771291,0.07517405,0.0001632348,0.005483909,0.1161716],"study_design_scores_gemma":[0.1873552,0.05650521,0.3666265,0.007703801,0.006385077,0.0008164038,0.00487898,0.0001719424,0.0647149,0.001762495,0.2943155,0.008764035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886651,0.001723782,0.00125527,0.001498806,0.001319555,0.002829042,0.0003200596,0.0006081102,0.001780296],"genre_scores_gemma":[0.9781367,0.0006880753,0.0005564868,0.00016968,0.0004629564,0.0005038378,0.0002169724,0.0001869436,0.01907831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4289395,"threshold_uncertainty_score":0.9997792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075105598418843,"score_gpt":0.2297468812143034,"score_spread":0.218995825230115,"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."}}