{"id":"W4388109751","doi":"10.1097/gox.0000000000005363","title":"The First Alveolar Bone Graft Simulator","year":2023,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Computer science; Dental alveolus; Simulation; Computer graphics (images); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006968639,0.0003179349,0.000563306,0.00009151465,0.0006953136,0.0006871282,0.0008107173,0.0001427578,0.0003292525],"category_scores_gemma":[0.001221988,0.0002372691,0.0003059012,0.0008617059,0.0003139443,0.0004814294,0.0009363593,0.0002090603,0.003765365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956097,"about_ca_system_score_gemma":0.0001249279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004194003,"about_ca_topic_score_gemma":0.001076722,"domain_scores_codex":[0.9976355,0.00009994712,0.0006186059,0.0005193804,0.000414402,0.0007121518],"domain_scores_gemma":[0.9947131,0.004235164,0.0002561488,0.0004976842,0.000108056,0.0001898078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000316837,0.00004750357,0.7922572,0.00003547179,0.0003102876,0.002076328,0.00002065946,0.00003594958,0.00001891685,0.007900606,0.1724515,0.02452876],"study_design_scores_gemma":[0.0008163871,0.00005268562,0.7962394,0.0002275366,0.0001152058,0.005858236,0.0005008,0.0007764824,0.0003720649,0.01353897,0.1806333,0.0008689357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788272,0.0001615923,0.0001682116,0.0002670215,0.01024591,0.0007351232,0.0009118624,0.0005757383,0.008107375],"genre_scores_gemma":[0.9980298,0.00006720216,0.0001506034,0.0001908757,0.0001364351,0.00008672351,0.00007524603,0.00003375797,0.00122938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02365983,"threshold_uncertainty_score":0.9970103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308508476199119,"score_gpt":0.3075162159583731,"score_spread":0.2766653683384612,"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."}}