{"id":"W3050459943","doi":"10.1177/1055665620949321","title":"A Toolbox of Surgical Techniques for Palatal Fistula Repair","year":2020,"lang":"en","type":"article","venue":"The Cleft Palate-Craniofacial Journal","topic":"Cleft Lip and Palate Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute of Dental and Craniofacial Research; Cincinnati Children's Hospital Medical Center","keywords":"Fistula; Schema (genetic algorithms); Medicine; Dentistry; Surgery; Computer 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000726436,0.0001900433,0.0002806734,0.00003305646,0.0002554955,0.00005049371,0.000451743,0.0001965738,0.00009018587],"category_scores_gemma":[0.0002183126,0.0001352444,0.0004974729,0.0001331094,0.000199122,0.000008013074,0.0001252156,0.0003445153,0.000007730535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001181617,"about_ca_system_score_gemma":0.0001486919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009322843,"about_ca_topic_score_gemma":0.000003244697,"domain_scores_codex":[0.9984065,0.0001533195,0.0004713977,0.0002670903,0.0003119346,0.0003897369],"domain_scores_gemma":[0.9990228,0.00006876429,0.0001688566,0.0002598524,0.0002132462,0.0002665271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003958506,0.0003856766,0.2471609,0.0003419987,0.0009432647,0.0002618732,0.001501634,0.0001230031,0.6572257,0.0009933441,0.06237829,0.02472582],"study_design_scores_gemma":[0.004164634,0.002670912,0.05436714,0.0001068873,0.0001749877,0.001464812,0.0005273843,0.001031984,0.02802126,0.000916347,0.9056541,0.0008995867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890491,0.00006582348,0.00191304,0.004838481,0.000287579,0.0006966722,0.0001528515,0.00006459753,0.002931821],"genre_scores_gemma":[0.9961682,0.0007178763,0.0006329264,0.0003125457,0.001845365,0.00001352197,0.00003756405,0.00003495825,0.0002370172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8432758,"threshold_uncertainty_score":0.5515108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411399926995522,"score_gpt":0.2972981156115087,"score_spread":0.2731841163415535,"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."}}