{"id":"W4206079202","doi":"10.1007/s00256-021-03842-4","title":"Periarticular calcifications","year":2021,"lang":"en","type":"review","venue":"Skeletal Radiology","topic":"Heterotopic Ossification and Related Conditions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Calcification; Differential diagnosis; Radiology; Ossification; Medical diagnosis; Orthopedic surgery; Radiological weapon; Connective tissue; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008154839,0.000216127,0.001258049,0.0001567402,0.00009174717,0.00001241034,0.00009824738,0.0005942584,0.001740885],"category_scores_gemma":[0.0001472373,0.0001629221,0.0006841007,0.0002810956,0.0001682015,0.00001631861,0.00002419232,0.0005471241,0.0009834463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009065643,"about_ca_system_score_gemma":0.000504729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001295412,"about_ca_topic_score_gemma":2.742038e-7,"domain_scores_codex":[0.998606,0.0002155695,0.0004903853,0.0003756298,0.00008215451,0.0002302599],"domain_scores_gemma":[0.9989582,0.00008911447,0.0001216818,0.0005944411,0.00007044274,0.0001661141],"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":[4.925375e-7,0.000111868,0.000002531268,0.002472925,0.0005989849,0.0002029513,0.00003232354,1.098673e-7,0.000008794519,0.0144283,0.003997494,0.9781432],"study_design_scores_gemma":[0.0001441246,0.00003894266,0.00001534257,0.001395208,0.001116126,0.002954456,0.00001217497,0.000002973191,7.424729e-7,0.00001845339,0.9941577,0.0001436998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006069229,0.9913633,0.0002161216,0.0004468437,0.0004271653,0.0006355931,0.00002645327,0.00007905162,0.006799378],"genre_scores_gemma":[0.00002603297,0.9907433,0.000274829,0.0001334555,0.0003175398,0.0003336333,0.001540319,0.00003132976,0.006599497],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9901603,"threshold_uncertainty_score":0.9997944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.067777194043565,"score_gpt":0.4006393422826706,"score_spread":0.3328621482391055,"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."}}