{"id":"W4386701572","doi":"10.1016/j.rdc.2023.08.007","title":"Eric Bywaters and Barbara Ansell","year":2023,"lang":"en","type":"article","venue":"Rheumatic Disease Clinics of North America","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Specialty; Rheumatology; Multidisciplinary approach; Family medicine; Internal medicine; Library science; Social science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002328109,0.0007280688,0.0005248309,0.001562901,0.003217324,0.003303182,0.001036683,0.003553692,0.1557117],"category_scores_gemma":[0.01434323,0.0004658825,0.0003101962,0.0004259004,0.0009290888,0.001974951,0.002954875,0.004665238,0.09162129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001350267,"about_ca_system_score_gemma":0.004171873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007690161,"about_ca_topic_score_gemma":0.02247747,"domain_scores_codex":[0.9978789,0.0004084604,0.00007089178,0.0002673316,0.001131052,0.0002433854],"domain_scores_gemma":[0.99132,0.001066996,0.0002513466,0.0002683638,0.003448907,0.003644421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006438483,0.00001467436,0.0001452169,0.00001724186,0.000001243997,0.00005256954,0.00005152822,0.00001091832,0.00003628968,0.0008466516,0.9765387,0.02227855],"study_design_scores_gemma":[0.000005707501,0.000008191837,0.000338614,0.00007779436,0.000002304566,0.0002268842,0.000212832,0.00001801758,0.00004286104,0.0006382779,0.9984233,0.000005311541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001382988,0.02820897,0.001333972,0.6130154,0.08096357,0.0001064106,0.0002883642,0.0004542595,0.274246],"genre_scores_gemma":[0.005502319,0.01331684,0.001014153,0.1048203,0.0112666,0.00009376476,0.0001355432,0.000271293,0.8635792],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8442883,"threshold_uncertainty_score":0.5209074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02230705876663029,"score_gpt":0.2881174617250726,"score_spread":0.2658104029584423,"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."}}