{"id":"W4387500170","doi":"10.1503/cmaj.230151","title":"Ankyloglossia (tongue tie) in infants","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Oral and Craniofacial Lesions","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; London Health Sciences Centre; University of Toronto; University of Ottawa; Western University","funders":"Academic Medical Organization of Southwestern Ontario","keywords":"Tongue; Orthodontics; Dentistry; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00281806,0.0000874543,0.0001961233,0.0003433431,0.0008236964,0.00001903076,0.0002032307,0.0005881065,0.01322044],"category_scores_gemma":[0.003168561,0.00007674433,0.00005815227,0.0008100274,0.00002203251,0.0001092654,0.00002731767,0.001965203,0.005454414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120134,"about_ca_system_score_gemma":0.004630448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0107239,"about_ca_topic_score_gemma":0.1379295,"domain_scores_codex":[0.9971175,0.0005019974,0.0005473955,0.0001216647,0.000861332,0.0008501481],"domain_scores_gemma":[0.9977208,0.0003451528,0.0001556667,0.00007875827,0.0001882291,0.001511433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003505665,0.000007675365,0.6799327,0.000006804831,0.00001102137,0.0003839323,0.001044755,0.000001126115,0.000005186171,0.0006461932,0.3033034,0.01465369],"study_design_scores_gemma":[0.0005281332,0.00001001932,0.5621499,0.00009797394,0.000002818214,0.000007303725,0.001297677,0.0001012591,2.403266e-7,0.001010417,0.4347201,0.00007411026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8744381,0.00004913734,0.000006863593,0.0878384,0.00335896,0.0002079098,0.00006956809,0.00007175018,0.03395933],"genre_scores_gemma":[0.9746271,0.0001529734,0.00001552169,0.01552421,0.002308897,0.00001913646,0.00001615013,0.0000160703,0.007319878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314167,"threshold_uncertainty_score":0.9958638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872512421458669,"score_gpt":0.3714221626422877,"score_spread":0.342697038427701,"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."}}