{"id":"W4316810135","doi":"10.53350/pjmhs20221611544","title":"Brushing Characteristics and Dietary Patterns of Orthodontic Patients with Fixed Appliances","year":2022,"lang":"en","type":"article","venue":"","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Montmorency","funders":"","keywords":"Toothbrush; Medicine; Tooth brushing; Dentistry; Oral hygiene; Interdental consonant; Brush","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001403514,0.0001301018,0.0003026131,0.0005149041,0.0003988008,0.0003153229,0.0001093028,0.0002864854,0.002666054],"category_scores_gemma":[0.0009569437,0.0001431154,0.0001824473,0.0006199435,0.0001594453,0.0002318729,0.0001664411,0.0002648808,0.0002181923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398579,"about_ca_system_score_gemma":0.0001604199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248758,"about_ca_topic_score_gemma":0.003087291,"domain_scores_codex":[0.9998665,0.00001697538,0.00002412358,0.00002338112,0.00004183957,0.00002717821],"domain_scores_gemma":[0.9995645,0.00007508327,0.0002388395,0.00001500483,0.00003871644,0.00006795542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000656412,0.00007600858,0.9959301,0.00002285517,0.00001260182,0.0002791743,0.0005203838,0.00001184374,0.0005355155,0.00001022642,0.00007955693,0.002456009],"study_design_scores_gemma":[0.000003758153,0.0002484416,0.9969301,0.00001175412,0.00001284938,0.001282991,0.001186205,0.00003940763,0.00005382533,0.00001118567,0.0002158218,0.000003683331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993711,0.0002036243,0.00001547696,0.00003010088,0.000002593973,0.000004519774,0.00006127558,0.000001027543,0.0003103301],"genre_scores_gemma":[0.9995441,0.0001508639,0.00003921811,0.00001648534,0.000002728293,0.00000428949,0.00005638301,5.624118e-7,0.0001853991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002666054,"threshold_uncertainty_score":0.008918822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190820805549303,"score_gpt":0.2613887758291931,"score_spread":0.2423066952742628,"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."}}