{"id":"W3184895385","doi":"10.1186/s40729-021-00351-w","title":"Risk assessment of labial bone perforation in the anterior mandibular region: a virtual immediate implant placement study","year":2021,"lang":"en","type":"article","venue":"International Journal of Implant Dentistry","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Affairs Bureau; Tri-Service General Hospital","keywords":"Medicine; Dentistry; Implant; Perforation; Orthodontics; Surgery; Engineering","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":[0.001094369,0.0002082729,0.0004543237,0.0002629152,0.0000733487,0.0002412251,0.0006854324,0.00009196722,0.0001286395],"category_scores_gemma":[0.0001146491,0.0001562484,0.0002453297,0.0001626607,0.00004567119,0.000348941,0.0002012655,0.0004955236,0.00001164252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976768,"about_ca_system_score_gemma":0.0001670528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001200192,"about_ca_topic_score_gemma":0.0004437118,"domain_scores_codex":[0.9964389,0.0003469401,0.001360384,0.000225526,0.001401091,0.0002271496],"domain_scores_gemma":[0.9978229,0.0002082561,0.001199374,0.0002580507,0.000443127,0.00006831574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001292061,0.002963026,0.5900528,0.00005717902,0.001152439,0.3699095,0.001415353,0.0001681153,0.01312776,0.0006305673,0.01351042,0.005720754],"study_design_scores_gemma":[0.004661611,0.0008053331,0.6271298,0.000303251,0.0001872586,0.35605,0.005353133,0.0002056381,0.004066067,0.0001736396,0.0008340747,0.0002301542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896889,0.0001403602,0.002861121,0.0002188413,0.006368585,0.0002380154,0.0003638775,0.00001164744,0.0001086798],"genre_scores_gemma":[0.9984941,0.0002694612,0.0003669227,0.0001509325,0.0004088287,0.00001120676,0.00009178786,0.00001537099,0.0001913552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03707693,"threshold_uncertainty_score":0.6371624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160705621275348,"score_gpt":0.351807559351153,"score_spread":0.3302005031383995,"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."}}