{"id":"W2089624437","doi":"10.2319/051214-343.1","title":"Variation of orthodontic treatment decision-making based on dental model type: A systematic review","year":2014,"lang":"en","type":"review","venue":"The Angle Orthodontist","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Malocclusion; Medicine; Cochrane Library; Radiation treatment planning; MEDLINE; Orthognathic surgery; Orthodontics; Dentistry; Medical physics; Meta-analysis; Computer science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002964154,0.001100148,0.005836404,0.0003716449,0.0002984984,0.0001800492,0.001053549,0.000498699,0.0001496236],"category_scores_gemma":[0.002064238,0.0006766319,0.002320718,0.001036209,0.0001179744,0.0001056883,0.0001958465,0.0004777526,0.0005739812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004058318,"about_ca_system_score_gemma":0.000541895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005473165,"about_ca_topic_score_gemma":0.0003365421,"domain_scores_codex":[0.9927216,0.001510438,0.002924353,0.0009101169,0.001353241,0.0005802362],"domain_scores_gemma":[0.9910988,0.002652529,0.002974346,0.002773816,0.0003258346,0.0001746931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000782506,0.0004871708,0.0001687577,0.8632917,0.0008258375,0.0002094772,0.00004712759,0.0004875569,1.908471e-7,0.001749482,0.0007363994,0.131918],"study_design_scores_gemma":[0.0006298358,0.0004685672,0.00008431512,0.8785515,0.02289651,0.0002529882,0.000006916886,0.01257715,2.455791e-7,0.00008461103,0.08329962,0.001147713],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002822109,0.9600848,0.03225847,0.00001047916,0.001203501,0.004456355,0.0002741963,0.0001062773,0.001577686],"genre_scores_gemma":[0.0005712549,0.9920111,0.004402527,0.0002888792,0.0002366456,0.0003586526,0.0002488299,0.0002289072,0.00165315],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1307703,"threshold_uncertainty_score":0.9995685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05553381992907389,"score_gpt":0.3707856199864093,"score_spread":0.3152518000573354,"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."}}