{"id":"W4221063428","doi":"10.1001/jamaoto.2022.0181","title":"What Is a Tongue Tie?","year":2022,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Tumors and Oncological Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Head and neck; General surgery; Psychiatry; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007732933,0.0003145703,0.0009938957,0.00029709,0.0003969265,0.00008166071,0.0002068416,0.0002291444,0.009630531],"category_scores_gemma":[0.0004068096,0.000275707,0.0005295385,0.000592406,0.0001796852,0.000375524,0.0003854122,0.0009772341,0.0002514595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133412,"about_ca_system_score_gemma":0.0002945075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009715222,"about_ca_topic_score_gemma":0.00001419594,"domain_scores_codex":[0.997135,0.0003082717,0.0006097411,0.0006720329,0.0005345298,0.0007403734],"domain_scores_gemma":[0.9977196,0.000982845,0.0001989494,0.0006420201,0.0001073362,0.0003491789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00127338,0.0009248494,0.6981353,0.0001994383,0.00006073309,0.01721347,0.0003710894,0.000003056899,0.0005349768,0.0002408957,0.2618783,0.01916455],"study_design_scores_gemma":[0.001036052,0.0006820969,0.5331644,0.0001392612,0.00008811985,0.006736915,0.000540842,0.0001184352,0.0003733369,0.000229151,0.4565753,0.0003160968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739104,0.004108496,0.000005816647,0.01633036,0.001920758,0.0005058006,0.00004974449,0.0002471388,0.002921475],"genre_scores_gemma":[0.9555884,0.000422764,0.0001208854,0.03846963,0.0006368211,0.0003248735,0.0001544274,0.00005183094,0.004230374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.194697,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340742579893673,"score_gpt":0.2917959620832429,"score_spread":0.2583885362843062,"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."}}