{"id":"W4382138778","doi":"10.2106/jbjs.oa.22.00134","title":"“Can You Feel It”: An Early Experience with Simulated Vibration to Recreate Glenoid Reaming","year":2023,"lang":"en","type":"review","venue":"JBJS Open Access","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic; Western University","funders":"Canadian Institutes of Health Research; California HIV/AIDS Research Program","keywords":"Haptic technology; Simulation; Reamer; Vibration; Engineering; Mechanical engineering; Acoustics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004195824,0.0004604908,0.001570377,0.0003193108,0.0002248926,0.001353142,0.001148595,0.0002653422,0.000509546],"category_scores_gemma":[0.0002596609,0.0003268948,0.000140138,0.001783959,0.00004837255,0.001150751,0.0005518832,0.0004021014,0.0001781818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489004,"about_ca_system_score_gemma":0.0003146803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008711797,"about_ca_topic_score_gemma":0.0001432717,"domain_scores_codex":[0.9972312,0.0001760037,0.0007726249,0.000908113,0.0004961794,0.0004158882],"domain_scores_gemma":[0.9979276,0.0002524021,0.0003552282,0.0007623559,0.0001802642,0.0005221666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000313582,0.0001055437,0.000460979,0.00182258,0.0001906884,0.0002753085,0.001663606,0.0001907133,0.000001275976,0.00009950362,0.00005798944,0.9948182],"study_design_scores_gemma":[0.002627954,0.0006706701,0.002315047,0.02961035,0.000722664,0.00003368958,0.0006727918,0.0007199188,0.00001470571,0.0000197312,0.961567,0.001025473],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1175413,0.6224154,0.001578653,0.004786757,0.002912444,0.05937863,0.0004395563,0.004523187,0.186424],"genre_scores_gemma":[0.06579681,0.9010635,0.001245464,0.003442366,0.001039363,0.001341458,0.002802769,0.0007589785,0.02250928],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9937928,"threshold_uncertainty_score":0.9999183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3461161187171107,"score_gpt":0.5369875623911856,"score_spread":0.1908714436740749,"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."}}