{"id":"W4206394787","doi":"10.1016/j.wneu.2021.12.119","title":"Tool-Tissue Forces in Hemangioblastoma Surgery","year":2022,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Surgery; Dissection (medical); Hemangioblastoma; Clinical trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005801417,0.0003804461,0.0002082541,0.001565547,0.00112698,0.001503098,0.0004850143,0.0007608113,0.01116532],"category_scores_gemma":[0.003524127,0.0001642556,0.0003021406,0.0006032127,0.001334296,0.0008977464,0.001543518,0.0007250455,0.0007445914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294532,"about_ca_system_score_gemma":0.001095052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003349783,"about_ca_topic_score_gemma":0.003886604,"domain_scores_codex":[0.9994678,0.0001528343,0.00002528043,0.00003175452,0.0002288542,0.00009354416],"domain_scores_gemma":[0.999206,0.0004481629,0.0000965053,0.00002606542,0.00007992244,0.0001433362],"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":[0.00137605,0.001066877,0.07397886,0.0007680696,0.0001165587,0.007880292,0.00360055,0.04999688,0.02426723,0.09302293,0.00877434,0.7351513],"study_design_scores_gemma":[0.0003149993,0.005349998,0.3822786,0.002383241,0.0002656894,0.04780358,0.02655742,0.1811071,0.03449416,0.1699819,0.1491214,0.0003419531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8768919,0.00678133,0.02263523,0.005474506,0.0006706197,0.00008716365,0.0001382976,0.0001221904,0.08719884],"genre_scores_gemma":[0.9944773,0.001093849,0.001493315,0.00006370774,0.000044547,0.00002433815,0.00001430329,0.00001292719,0.002775676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116532,"threshold_uncertainty_score":0.03735173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03444913737610029,"score_gpt":0.2816106756272722,"score_spread":0.2471615382511719,"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."}}