{"id":"W4404666371","doi":"10.4103/jos.jos_41_24","title":"Quantitative assessment of orthodontic treatments performed by graduate orthodontic students of an International School of Dentistry","year":2024,"lang":"en","type":"article","venue":"Journal of Orthodontic Science","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Dentistry; Orthodontics; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007092204,0.0004689226,0.00130982,0.001314062,0.0001787724,0.000368044,0.002038135,0.0001752834,0.000284668],"category_scores_gemma":[0.001983773,0.0003940033,0.0006997758,0.001842343,0.001010142,0.002352938,0.0003873316,0.0006447982,0.00001635448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003368944,"about_ca_system_score_gemma":0.001729926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001731577,"about_ca_topic_score_gemma":0.00007790973,"domain_scores_codex":[0.9901628,0.0004466193,0.003033483,0.0006920701,0.005054572,0.000610485],"domain_scores_gemma":[0.9932469,0.0005905098,0.002583102,0.0007331049,0.002277771,0.0005685978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002513874,0.001226219,0.9458135,0.0003481269,0.0007965086,0.0005685468,0.0004051648,0.0001814684,0.04570301,0.001080463,0.0002044831,0.003421108],"study_design_scores_gemma":[0.001913528,0.001801641,0.9760239,0.001016366,0.0008847875,0.0006118917,0.0007676645,0.004223961,0.01199729,0.0001496252,0.0002161505,0.0003932324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753988,0.0007206544,0.01750262,0.00004090375,0.004930627,0.0003888153,0.0002014846,0.00002579049,0.0007902845],"genre_scores_gemma":[0.9560758,0.0005292283,0.04232375,0.00001963142,0.0001263523,0.000006630962,0.00001946694,0.00005163428,0.0008474778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03370572,"threshold_uncertainty_score":0.9998512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08058805989236346,"score_gpt":0.4578173710137639,"score_spread":0.3772293111214004,"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."}}