{"id":"W4408509606","doi":"10.7759/cureus.80728","title":"A Phenomenological Study on Patients' Experiences With Extraction Retraction Orthodontic Regret","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Coquitlam College","funders":"","keywords":"Medicine; Regret; Dentistry; Extraction (chemistry); Orthodontics; Interpretative phenomenological analysis; Qualitative research; Chromatography; Statistics; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002266022,0.00009786578,0.0001758489,0.00003434635,0.0001116392,0.00001709335,0.00008332157,0.00009699038,0.0004761114],"category_scores_gemma":[0.0003934476,0.0000442292,0.00002804636,0.0002975798,0.0001415313,0.0000645234,0.00002012421,0.0002127903,0.00001846901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005290027,"about_ca_system_score_gemma":0.00003013273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002423328,"about_ca_topic_score_gemma":0.00001571521,"domain_scores_codex":[0.9989598,0.00006996832,0.0001630168,0.0003128671,0.0003259877,0.0001683133],"domain_scores_gemma":[0.9995551,0.00009968603,0.0000551218,0.0001427213,0.00005460486,0.00009272864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001395055,0.006148085,0.9310519,0.0000187797,0.00006599788,0.00005801722,0.003020872,6.072567e-7,0.0004659455,0.0005368075,0.001489091,0.05574883],"study_design_scores_gemma":[0.001137781,0.01074231,0.9564159,0.00006898738,0.00004909027,0.000004705292,0.02803544,0.00001829918,0.0001869663,0.0001911662,0.003045733,0.0001036453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823724,0.00005323675,0.0001426896,0.0008821319,0.0003667021,0.0004235865,3.824002e-7,0.00006309697,0.01569577],"genre_scores_gemma":[0.9983596,0.00001074473,0.0001404583,0.0005240991,0.00008344911,0.00006999903,0.000004488041,0.000001646796,0.0008054784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05564519,"threshold_uncertainty_score":0.5213086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348825639416027,"score_gpt":0.3449117513996374,"score_spread":0.3014234950054771,"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."}}