{"id":"W4283772206","doi":"10.3390/diagnostics12071611","title":"Methods of Anterior Torque Control during Retraction: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Diagnostics","topic":"Orthodontics and Dentofacial Orthopedics","field":"Dentistry","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Torque; Medicine; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002278456,0.0005772624,0.005893914,0.0001729947,0.000145881,0.0000695921,0.0005812174,0.0004049351,0.001135763],"category_scores_gemma":[0.01404455,0.0005038643,0.001628168,0.0006176568,0.0000592891,0.00008256054,0.0002482085,0.0009425119,0.0001294431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002073101,"about_ca_system_score_gemma":0.0002411626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001449895,"about_ca_topic_score_gemma":0.000007609504,"domain_scores_codex":[0.9936792,0.00195219,0.002751729,0.0005090642,0.0007485544,0.0003592894],"domain_scores_gemma":[0.9912869,0.004596523,0.002593933,0.001194288,0.0001660727,0.0001622722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002932494,0.00008567156,0.00006293215,0.9753582,0.0004854214,0.0005674966,0.0000102638,1.921231e-7,1.504746e-7,0.0001015441,0.0006267839,0.0226984],"study_design_scores_gemma":[0.0001582457,0.00003724555,0.00001893091,0.4244063,0.009910144,0.0004038156,0.000006635758,0.000001848163,5.015078e-7,0.000002419708,0.5647298,0.0003241868],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002502227,0.9910152,0.001065916,0.00000695774,0.003380548,0.003246292,0.0007018946,0.00007302764,0.0005076898],"genre_scores_gemma":[0.000002081958,0.9967203,0.0009477058,0.0001097299,0.0003018634,0.0007409755,0.0001152752,0.0001245994,0.0009374856],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5641029,"threshold_uncertainty_score":0.9997773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05335213261466654,"score_gpt":0.4144002853862954,"score_spread":0.3610481527716289,"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."}}