{"id":"W4392292364","doi":"10.3389/frym.2024.1297294","title":"Missing Puzzle Pieces: Cleft Lip and Palate","year":2024,"lang":"en","type":"article","venue":"Frontiers for Young Minds","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Orthodontics; Dentistry; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002273403,0.0001258206,0.0001170921,0.00006639355,0.0001302745,0.0001406381,0.0001104268,0.0001508961,0.00001307566],"category_scores_gemma":[0.00004037071,0.0001162914,0.00009393378,0.00007277142,0.00006899407,0.000006350735,0.00005753366,0.00008835215,0.00000760694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001322413,"about_ca_system_score_gemma":0.00005360199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001256025,"about_ca_topic_score_gemma":0.00002578883,"domain_scores_codex":[0.9990929,0.00002001682,0.0001261423,0.0003574949,0.0001004055,0.0003030393],"domain_scores_gemma":[0.9996418,0.00001131535,0.00001678724,0.0001820168,0.00003423602,0.0001138652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002022039,0.00005942229,0.07214522,0.0005753545,0.0004732787,0.00003537508,0.0007029217,0.00001623841,0.1875291,0.0001930845,0.5539451,0.1841227],"study_design_scores_gemma":[0.0003585939,0.0001591666,0.003185073,0.00005319629,0.0000406716,0.00003662271,0.000133036,0.003931058,0.009547032,0.0003767168,0.9819375,0.0002413266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240551,0.01317833,0.04655187,0.002476037,0.003464905,0.0007546382,0.0002226532,0.00008676491,0.009209692],"genre_scores_gemma":[0.9793189,0.0008565038,0.002909393,0.000064488,0.0007772963,0.00003332002,0.0002505261,0.00004761209,0.01574199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4279925,"threshold_uncertainty_score":0.4742227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269291041212727,"score_gpt":0.2782369197695872,"score_spread":0.2655440093574599,"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."}}