{"id":"W3006815155","doi":"10.1111/clr.13592","title":"Virtual implant planning and fully guided implant surgery using magnetic resonance imaging—Proof of principle","year":2020,"lang":"en","type":"article","venue":"Clinical Oral Implants Research","topic":"Dental Implant Techniques and Outcomes","field":"Dentistry","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Implant; Radiation treatment planning; Surgical planning; Medicine; Magnetic resonance imaging; Workflow; Maxillary sinus; Dental implant; Computer science; Dentistry; Radiology; Surgery; Radiation therapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003605738,0.0003760145,0.001228243,0.0002853949,0.0002688147,0.0001957227,0.0007169368,0.0002852873,0.0002062729],"category_scores_gemma":[0.002356725,0.000326387,0.0002902557,0.0005890074,0.0006696517,0.0003156613,0.001224928,0.001128604,0.0001006579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006340224,"about_ca_system_score_gemma":0.0002759403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003994292,"about_ca_topic_score_gemma":0.00003698095,"domain_scores_codex":[0.9939764,0.0007718881,0.001934116,0.0009596872,0.001154757,0.001203138],"domain_scores_gemma":[0.9945199,0.003538719,0.0003317813,0.0005704826,0.0002959503,0.0007430906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001867741,0.0002876222,0.6339158,0.0003068963,0.00006698886,0.01922065,0.0001881834,0.000006397246,0.006904393,0.0004027868,0.2150538,0.1217787],"study_design_scores_gemma":[0.005435486,0.002877822,0.7319597,0.00150982,0.0001713695,0.06521698,0.0007921352,0.01328998,0.02446808,0.0008717512,0.1514505,0.001956407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938727,0.00243564,0.0003309442,0.0004812479,0.0009682321,0.0006253336,0.0008852024,0.0001515385,0.0002491692],"genre_scores_gemma":[0.9972286,0.0001819016,0.0009643692,0.0007867012,0.0003278377,0.0000157202,0.0001000001,0.0000713325,0.000323522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1198223,"threshold_uncertainty_score":0.9999188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3838034545534945,"score_gpt":0.5251628982856006,"score_spread":0.1413594437321061,"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."}}