{"id":"W3130934727","doi":"10.1186/s12891-021-04041-x","title":"WOMAC score and arthritis diagnosis predict decreased agricultural productivity","year":2021,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; Montana State University","keywords":"Medicine; WOMAC; Physical therapy; Confidence interval; Arthritis; Odds ratio; Rheumatology; Osteoarthritis; Logistic regression; Internal medicine; Demography; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001451363,0.0003097917,0.0002939364,0.000009921113,0.0003787499,0.0001020658,0.0001688134,0.0001517161,0.0003883853],"category_scores_gemma":[0.0001308887,0.0001179349,0.0003118104,0.0005584073,0.0001505211,0.0003108853,0.0001527654,0.0001898985,0.00002946367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002239907,"about_ca_system_score_gemma":0.00002229612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002291578,"about_ca_topic_score_gemma":0.01224166,"domain_scores_codex":[0.9980394,0.0001889295,0.000261006,0.0007241574,0.0003220153,0.0004644897],"domain_scores_gemma":[0.999229,0.0002120311,0.00008837933,0.0001074221,0.0001076869,0.0002554441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003315117,0.0005845854,0.6274859,0.00008772276,0.00006269469,0.00001247286,0.0001061758,0.000006280554,0.02817632,0.0008071624,0.002031447,0.340606],"study_design_scores_gemma":[0.0003244986,0.0001602263,0.9844436,0.00004494919,0.00003338104,0.00002653646,0.0007531413,0.000005181198,0.0004380698,0.0004829489,0.01289654,0.0003909149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926061,0.003012554,0.00001149879,0.00143211,0.000164244,0.0003998572,0.00007510099,0.0001636495,0.002134863],"genre_scores_gemma":[0.9968647,0.001591844,0.000156591,0.0001239578,0.0003877367,0.0001555032,0.0004137755,0.000002399828,0.0003035003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3569576,"threshold_uncertainty_score":0.6831132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01007216137114157,"score_gpt":0.2081819108591438,"score_spread":0.1981097494880023,"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."}}