{"id":"W3022201848","doi":"10.1155/2020/1809690","title":"Advanced Ultrasound Screening for Temporomandibular Joint (TMJ) Internal Derangement","year":2020,"lang":"en","type":"article","venue":"Radiology Research and Practice","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; North York General Hospital","funders":"","keywords":"Medicine; Temporomandibular joint; Magnetic resonance imaging; Derangement; Coronal plane; Ultrasound; TMJ disorders; Radiology; Displacement (psychology); Orthodontics","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.005691505,0.0001889669,0.0003997407,0.0001398246,0.001335998,0.00003224988,0.000235663,0.0002320202,0.0003730193],"category_scores_gemma":[0.01748631,0.0001694318,0.00006128669,0.0002283756,0.0002802563,0.0005070533,0.0002186296,0.001535356,0.0001430414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008185738,"about_ca_system_score_gemma":0.0002179859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001579171,"about_ca_topic_score_gemma":0.00008144644,"domain_scores_codex":[0.9946411,0.002884548,0.0005305176,0.0005932926,0.0003600552,0.0009905294],"domain_scores_gemma":[0.98638,0.01223613,0.0002293948,0.0002750284,0.0004330574,0.0004463591],"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":[0.0262274,0.0004317571,0.0559904,0.002193454,0.001129616,0.0003556979,0.02301221,0.00005032866,0.04967,0.02274819,0.8045086,0.01368236],"study_design_scores_gemma":[0.003976589,0.001954527,0.003966834,0.000115834,0.00003506753,0.0001276886,0.01208548,0.0002562935,0.00008620241,0.001625927,0.9755498,0.0002197397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1906919,0.03171063,0.1833598,0.5381678,0.001044286,0.01115227,0.0002137971,0.0005217814,0.04313776],"genre_scores_gemma":[0.8958209,0.007514277,0.07982887,0.01201995,0.001370374,0.001446675,0.0001973003,0.000132704,0.001668921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7051291,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2830256839135312,"score_gpt":0.519280947854455,"score_spread":0.2362552639409238,"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."}}