{"id":"W2799682792","doi":"10.1016/j.joca.2018.02.525","title":"Evaluating the propensity of an elevated nutritional risk in osteoarthritis: data from the Canadian longitudinal study on aging","year":2018,"lang":"en","type":"article","venue":"Osteoarthritis and Cartilage","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Medicine; Osteoarthritis; Body mass index; Physical therapy; Stroke (engine); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00314809,0.0007769224,0.0008314644,0.002738309,0.002371901,0.001482285,0.002138586,0.001521412,0.001558859],"category_scores_gemma":[0.008715615,0.0005560399,0.001539173,0.006766366,0.0007391555,0.0007000483,0.001373397,0.001464873,0.0002066011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006185775,"about_ca_system_score_gemma":0.01090124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.956242,"about_ca_topic_score_gemma":0.9660581,"domain_scores_codex":[0.9978924,0.0003650893,0.0002375179,0.0003064437,0.0007218869,0.0004766783],"domain_scores_gemma":[0.9932713,0.0005573816,0.001714546,0.0005669566,0.002799017,0.001090828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000108454,0.00001415407,0.9981725,0.00001339277,0.000182677,0.0000206242,0.00008756583,0.00004014286,0.00004823873,0.00003583335,0.0002422765,0.001034131],"study_design_scores_gemma":[0.000004055708,0.00001492602,0.9992938,0.000009154362,0.00006856454,0.00002531221,0.0001708005,0.00009786328,0.00001695639,0.00002163508,0.0002700806,0.000006814041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98526,0.00334055,0.0002803127,0.0005641747,0.0000373274,0.00004896582,0.008456502,0.0000162984,0.001995867],"genre_scores_gemma":[0.9939708,0.0008945108,0.0003081361,0.0001122771,0.00001954756,0.00001714773,0.004104339,0.000008229495,0.0005650372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.956242,"threshold_uncertainty_score":0.08803141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047891822767664,"score_gpt":0.3447305700749786,"score_spread":0.2399413877982122,"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."}}