{"id":"W4309211661","doi":"10.3390/app122211532","title":"Photobiomodulation to Reduce Orthodontic Treatment Time in Adults: A Historical Prospective Study","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dentistry; Patient compliance; Orthodontics; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007727713,0.0002717434,0.0003623076,0.0007017938,0.0005495672,0.0003472284,0.0001425781,0.0003779918,0.002538277],"category_scores_gemma":[0.001084975,0.0002679016,0.0004482481,0.000761693,0.0002951014,0.0003064648,0.0001995877,0.0004588219,0.0004116936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002369552,"about_ca_system_score_gemma":0.000307141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460673,"about_ca_topic_score_gemma":0.001452902,"domain_scores_codex":[0.9995674,0.00009998666,0.00005425666,0.0001059804,0.0001163334,0.00005610412],"domain_scores_gemma":[0.9991363,0.0001323229,0.0003900001,0.00005529416,0.0001441401,0.0001420407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002156368,0.001410813,0.9836557,0.0001159881,0.0001282411,0.0002791025,0.0004023537,0.00003264899,0.000878344,0.00004506338,0.0002173968,0.01067798],"study_design_scores_gemma":[0.0001074579,0.008027077,0.9886283,0.00002935706,0.0001235534,0.000996087,0.0004149494,0.00008671408,0.0002085765,0.00002013856,0.001347816,0.00001004114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970226,0.00192998,0.0001487314,0.00002004139,0.000008598489,0.00006346187,0.0001230417,0.000002572278,0.0006810706],"genre_scores_gemma":[0.9983601,0.0008507759,0.0001755773,0.00004086981,0.00002333216,0.00004341,0.0001613525,0.000001956855,0.0003425841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002538277,"threshold_uncertainty_score":0.008491337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02566981984979168,"score_gpt":0.3216367613507713,"score_spread":0.2959669415009797,"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."}}