{"id":"W4390428108","doi":"10.1016/j.ijom.2023.10.210","title":"PATIENT SPECIFIC IMPLANTS IN RECONSTRUCTION SURGERY — ASSESSMENT OF PLANNING AND SURGICAL OUTCOMES","year":2023,"lang":"en","type":"article","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Maxilla; Ablation; Surgical planning; Mandible (arthropod mouthpart); Surgery; Dentistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001736156,0.0003842025,0.0004640456,0.001039471,0.0003967183,0.001076509,0.0004864204,0.0007247633,0.002678927],"category_scores_gemma":[0.006853067,0.0002207686,0.0007390495,0.0009310099,0.0005065886,0.0007659325,0.0009081932,0.0005571006,0.0003353182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005552645,"about_ca_system_score_gemma":0.0005433215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007446063,"about_ca_topic_score_gemma":0.001661922,"domain_scores_codex":[0.99826,0.0004445564,0.0002249199,0.0001097558,0.0007734863,0.0001872639],"domain_scores_gemma":[0.9970772,0.001073295,0.001189792,0.0001057209,0.0003332019,0.0002208596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009538392,0.000763809,0.9013738,0.000105943,0.0001144076,0.0004530401,0.0004955962,0.001079584,0.0012162,0.000233131,0.0002923641,0.0929183],"study_design_scores_gemma":[0.00001984307,0.002821122,0.9876601,0.00008297757,0.0001741742,0.003524668,0.001383821,0.001613242,0.001325796,0.000419907,0.000942264,0.00003215137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954528,0.001019886,0.0005416155,0.0001307486,0.00002005911,0.00004054495,0.0001679619,0.00001224369,0.002614085],"genre_scores_gemma":[0.9987941,0.0003211043,0.0005085596,0.00002516331,0.000008733125,0.00001416355,0.000127153,0.000004167181,0.0001969367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002678927,"threshold_uncertainty_score":0.009181738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05171265044622669,"score_gpt":0.3546370118158501,"score_spread":0.3029243613696234,"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."}}