{"id":"W2400664172","doi":"","title":"Development and face validity testing of a three-dimensional myringotomy simulator with haptic feedback.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Humanities; Psychology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002684791,0.00008987018,0.000174798,0.00004381633,0.00005360238,0.000009327286,0.00002691298,0.00004668368,0.00003024003],"category_scores_gemma":[0.0003169382,0.00006456864,0.00001742066,0.0001282814,0.00006651383,0.00003785058,0.00002910256,0.000151933,0.000002807928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001184718,"about_ca_system_score_gemma":0.00004938429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000899741,"about_ca_topic_score_gemma":0.00002245589,"domain_scores_codex":[0.9992422,0.000006997936,0.0001727797,0.0001606788,0.0002284442,0.000188904],"domain_scores_gemma":[0.9992887,0.0002772106,0.00006446977,0.00009698149,0.00008630168,0.0001863644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000230336,0.0001290381,0.7342068,0.00007373661,0.00007490062,0.00002840966,0.0001980614,0.000378066,0.0004985594,0.0001474842,0.000003211688,0.2640314],"study_design_scores_gemma":[0.002469948,0.00002273599,0.9863048,0.0000284325,0.0000281208,0.00002558944,0.00001678236,0.007082103,0.001362993,0.00002312899,0.002546348,0.00008898588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997677,0.000009649904,0.0001179095,0.00008556971,0.00004540808,0.000401035,6.156229e-7,0.00004867083,0.001614136],"genre_scores_gemma":[0.9900746,5.904561e-8,0.009646424,0.00008740174,0.00003784519,0.00006642123,0.00000260826,0.00001087545,0.00007380581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2639424,"threshold_uncertainty_score":0.2633033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07845712070271582,"score_gpt":0.2586235923045925,"score_spread":0.1801664716018767,"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."}}