{"id":"W4390429365","doi":"10.1016/j.ijom.2023.10.173","title":"LONG-TERM ASSESSMENT OF DISCECTOMY AND EMINOPLASTY FOR ADVANCED TEMPOROMANDIBULAR JOINT DERANGEMENT: MANITOBA EXPERIENCE","year":2023,"lang":"en","type":"article","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Discectomy; Arthrocentesis; Temporomandibular joint; Arthroscopy; Surgery; Modalities; Arthroplasty; Osteoarthritis; Dentistry; Lumbar","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005949742,0.0005208654,0.0003287419,0.0007672269,0.002441443,0.0007302221,0.0006652673,0.000753635,0.00194605],"category_scores_gemma":[0.001194396,0.0003598737,0.0004753783,0.000811246,0.0007690195,0.0004351462,0.001290481,0.000645489,0.0005429444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002074928,"about_ca_system_score_gemma":0.002374182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05765158,"about_ca_topic_score_gemma":0.1801269,"domain_scores_codex":[0.9997049,0.00006407519,0.00002333461,0.00003052808,0.00005694321,0.0001201967],"domain_scores_gemma":[0.9993086,0.0001166935,0.0001207073,0.00003643087,0.000132427,0.0002851049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001076858,0.002686541,0.9185435,0.00007705857,0.00008155759,0.03780852,0.01069739,0.0002254342,0.008539565,0.0001561638,0.0003437651,0.01976359],"study_design_scores_gemma":[0.0000914227,0.003681032,0.9534296,0.00005701696,0.0001213337,0.02039435,0.01786467,0.0002874433,0.001381005,0.0001008504,0.002530101,0.00006121683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984953,0.0003771727,0.00004445304,0.00006575136,0.000007145862,0.0000122345,0.0000460957,0.000001352227,0.0009505068],"genre_scores_gemma":[0.996832,0.001170022,0.0001772329,0.0001433897,0.00002386958,0.00001560186,0.0001434414,0.000004968123,0.001489404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9423484,"threshold_uncertainty_score":0.114632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07320880086813122,"score_gpt":0.4180511794318676,"score_spread":0.3448423785637363,"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."}}