{"id":"W4292681501","doi":"10.1155/2022/3640435","title":"Volumetric Evaluations of Full‐Arch Implant Supported Restorations and Their Role on Patients’ Quality of Life: A Mixed‐Model Analysis","year":2022,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Arch; Implant; Dentistry; Orthodontics; Surgery; Engineering; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002501744,0.0001066033,0.0002810623,0.002511463,0.0002316912,0.00003862472,0.0005005015,0.00005310465,0.0006212768],"category_scores_gemma":[0.001042462,0.0000943496,0.0001600234,0.002215619,0.0001639041,0.00009818002,0.0005135078,0.0002801738,0.000008625605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002147198,"about_ca_system_score_gemma":0.0002028186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009936084,"about_ca_topic_score_gemma":0.0003382905,"domain_scores_codex":[0.9964246,0.0005223134,0.0006923322,0.0002927615,0.001837881,0.0002301099],"domain_scores_gemma":[0.9977932,0.0005692522,0.0002789131,0.0003340873,0.0009086601,0.0001158731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001682287,0.00370948,0.803789,0.00009959119,0.00286926,0.0000214423,0.001144447,0.001185964,0.07887761,0.0160291,0.08108529,0.009506573],"study_design_scores_gemma":[0.001368687,0.0005680699,0.924161,0.00001099388,0.00006681028,0.00002390206,0.001063283,0.0651513,0.002989297,0.001726636,0.002681114,0.000188946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903988,0.00005368092,0.001607015,0.0002228019,0.0003880235,0.0003331601,0.00628441,0.00002624498,0.0006859061],"genre_scores_gemma":[0.9962952,0.00001402506,0.0005119265,0.00002530811,0.00002844742,0.0001199159,0.001873997,0.00001085006,0.001120394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.120372,"threshold_uncertainty_score":0.6802546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565231287112746,"score_gpt":0.4601849944599354,"score_spread":0.3036618657486608,"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."}}