{"id":"W4285262208","doi":"10.17727/jmsr.2022/10-1","title":"Comparison of joint hypermobility in general and orthopaedic clinic population in south India","year":2022,"lang":"en","type":"article","venue":"Journal of Medical and Scientific Research","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"3M (Canada)","funders":"","keywords":"Medicine; Joint hypermobility; Orthopedic surgery; Hypermobility (travel); Outpatient clinic; Physical therapy; Population; Internal medicine; 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":[0.0003051732,0.0002252063,0.0003171077,0.001334392,0.000588957,0.0007433309,0.000454992,0.0004500566,0.002512465],"category_scores_gemma":[0.0009013368,0.0003337777,0.0003287228,0.001040696,0.0008213021,0.000386209,0.0007099829,0.0003972129,0.0003135429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003984892,"about_ca_system_score_gemma":0.0004365108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009952855,"about_ca_topic_score_gemma":0.01300919,"domain_scores_codex":[0.9994668,0.00008989956,0.0000650637,0.0001050768,0.0001279433,0.0001451846],"domain_scores_gemma":[0.9991876,0.0001386779,0.0003352256,0.00004343189,0.0000900517,0.0002050328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005763302,0.00005080836,0.9966381,0.00005284837,0.0000314747,0.0005886984,0.0008769205,0.00002258274,0.0004870169,0.00002560122,0.00014036,0.001028079],"study_design_scores_gemma":[0.000003105533,0.0001098869,0.9972337,0.00001078148,0.00001218897,0.0008059801,0.001654238,0.00002365838,0.00002840896,0.00001091996,0.000103504,0.00000356621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992905,0.0001076838,0.0000161425,0.00004777941,0.000004915054,0.000008224027,0.0001075273,0.000002818943,0.0004144679],"genre_scores_gemma":[0.9995404,0.0001396626,0.00001918621,0.00003954237,0.000007466627,0.000007410139,0.0001130705,0.000001031604,0.0001320971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009952855,"threshold_uncertainty_score":0.01978981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119885107898472,"score_gpt":0.4552527876338139,"score_spread":0.3353676797353419,"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."}}