{"id":"W2013972031","doi":"10.1038/ncprheum0990","title":"Imaging in osteoarthritis trials: useful or just expensive?","year":2009,"lang":"en","type":"article","venue":"Nature Clinical Practice Rheumatology","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Notre-Dame","funders":"","keywords":"Osteoarthritis; Clinical trial; Medicine; Medical physics; Intensive care medicine; Alternative 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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003551096,0.0003510521,0.001915488,0.0002544585,0.00009050722,0.00004470918,0.0001727141,0.001127325,0.0004048309],"category_scores_gemma":[0.09666437,0.0002696727,0.0003802364,0.0003445372,0.0001474678,0.0005202075,0.00005591696,0.002372591,0.0002876244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007843161,"about_ca_system_score_gemma":0.0003736803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001736758,"about_ca_topic_score_gemma":0.00009525486,"domain_scores_codex":[0.9947099,0.001470544,0.002036528,0.0007914068,0.0003766176,0.0006149785],"domain_scores_gemma":[0.9838768,0.01417528,0.0007085617,0.000588581,0.0003271752,0.0003236619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0148201,0.002277081,0.02287911,0.00004210322,0.00008538085,0.01165982,0.0002834747,2.635198e-7,0.0002894082,0.0062329,0.01454998,0.9268804],"study_design_scores_gemma":[0.1067905,0.02308677,0.0335256,0.002402586,0.001521945,0.03859651,0.005860006,0.00004114684,0.001248263,0.003619551,0.7818576,0.0014495],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7985936,0.04086741,0.0001693695,0.1279687,0.009607749,0.003599787,0.00002738733,0.0005478139,0.01861809],"genre_scores_gemma":[0.9703968,0.002860816,0.01007952,0.01564599,0.0003465214,0.00003713834,0.00006019817,0.00004125125,0.0005318225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9254309,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07827232050845996,"score_gpt":0.4558128449401952,"score_spread":0.3775405244317352,"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."}}