{"id":"W1997788618","doi":"10.1115/1.4026294","title":"A New Laparoscopic Morcellator Using an Actuated Wire Mesh and Bag","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Devices","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Hansjörg Wyss Institute for Biologically Inspired Engineering, Harvard University; Harvard School of Engineering and Applied Sciences; National Science Foundation","keywords":"Process (computing); Computer science; Surgery; Biomedical engineering; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006035809,0.0001515601,0.0005671671,0.0001380626,0.00003989748,0.00005498012,0.0002082072,0.0002404861,0.004205056],"category_scores_gemma":[0.0006074238,0.00009854811,0.00008967529,0.0001445681,0.00010914,0.0003056714,0.00006201039,0.0004927963,0.00001516636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004029325,"about_ca_system_score_gemma":0.0005154391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001651494,"about_ca_topic_score_gemma":0.000009581432,"domain_scores_codex":[0.997816,0.00008099272,0.0005802902,0.0001520462,0.001140039,0.0002306566],"domain_scores_gemma":[0.9979014,0.0001498046,0.0002929349,0.000137909,0.0002405077,0.001277459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009151256,0.001617718,0.1362468,0.001725921,0.00166103,0.005869986,0.004378201,0.00000617369,0.2134809,0.001048027,0.08683198,0.5462182],"study_design_scores_gemma":[0.04511787,0.02140168,0.3912957,0.02874812,0.003850679,0.04710127,0.007149377,0.03193522,0.1485755,0.009405747,0.2621432,0.003275607],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928447,0.001123531,0.0006480407,0.004618983,0.0001289559,0.0001714919,5.339038e-7,0.00003487938,0.0004289067],"genre_scores_gemma":[0.9834012,0.0005269693,0.013266,0.001964107,0.0006805874,0.000001342746,0.000001133906,0.00002014319,0.0001385494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5429425,"threshold_uncertainty_score":0.9967052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04147164217816993,"score_gpt":0.3400197221845653,"score_spread":0.2985480800063953,"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."}}