{"id":"W4213340272","doi":"10.2139/ssrn.4034460","title":"Analytical Model for Dental Implant Insertion Torque","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Torque; Implant; Orthodontics; Computer science; Dentistry; Engineering; Medicine; Physics; Surgery","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":[0.0007669704,0.000964175,0.001396231,0.001758339,0.0009380145,0.001536319,0.002444075,0.004039967,0.01281327],"category_scores_gemma":[0.00322334,0.0008311888,0.001482416,0.001346546,0.0009334392,0.001777253,0.0009706906,0.001454545,0.005560203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912842,"about_ca_system_score_gemma":0.001525825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01562472,"about_ca_topic_score_gemma":0.0104797,"domain_scores_codex":[0.9995289,0.00007816891,0.00001971781,0.0000983963,0.0001810862,0.00009380591],"domain_scores_gemma":[0.9991344,0.0003836103,0.00009348664,0.00005901602,0.0003039946,0.00002556799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003518397,0.00007646089,0.0005280797,0.0003976382,0.00003932031,0.0004271269,0.0003763194,0.9170979,0.003192772,0.05808906,0.006213074,0.01352706],"study_design_scores_gemma":[0.00000486638,0.000009071881,0.0001921773,0.00003997509,0.00001217727,0.00009842801,0.00004091297,0.9912123,0.0002971928,0.00561194,0.002469344,0.00001166083],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02391927,0.003861951,0.8162243,0.002677817,0.0007595595,0.0003389603,0.001188317,0.001101764,0.1499281],"genre_scores_gemma":[0.8100826,0.0037488,0.05142377,0.0009292049,0.0004710854,0.0008063769,0.0006500612,0.0006037037,0.1312844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01562472,"threshold_uncertainty_score":0.04286468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025470048888159,"score_gpt":0.3057763235833106,"score_spread":0.285521623094429,"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."}}