{"id":"W2598754894","doi":"10.1002/lary.26585","title":"Real‐time continuous image‐guided surgery: Preclinical investigation in glossectomy","year":2017,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"University Health Network; National Aeronautics and Space Administration","keywords":"Medicine; Workload; Otorhinolaryngology; Likert scale; Surgery; Medical physics; Computer science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002383431,0.0006647573,0.0005446001,0.0003269887,0.0001929928,0.0005322141,0.0008495905,0.000636942,0.001536408],"category_scores_gemma":[0.002065271,0.0003334924,0.0005007087,0.0001848937,0.0009966642,0.000812045,0.0003974885,0.001128602,0.000358579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000361926,"about_ca_system_score_gemma":0.0007369817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006457877,"about_ca_topic_score_gemma":0.0007397718,"domain_scores_codex":[0.999184,0.0002546497,0.0000646902,0.0001408758,0.0001684958,0.0001873091],"domain_scores_gemma":[0.9982799,0.0004431851,0.0004812537,0.0002612523,0.0002017912,0.000332548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03619368,0.07788153,0.01511766,0.001178006,0.0001982202,0.0003810559,0.0006920568,0.003084452,0.8075902,0.0002785597,0.0005320419,0.05687249],"study_design_scores_gemma":[0.002125949,0.8390082,0.02147213,0.00004537285,0.0002248274,0.0003960071,0.000239039,0.003472121,0.1318442,0.00007007902,0.001073911,0.00002818815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979025,0.0003091262,0.001195463,0.00004231748,0.00002544613,0.0002801167,0.00004962943,0.00001990127,0.0001754949],"genre_scores_gemma":[0.992673,0.0007198013,0.005048316,0.0001165057,0.00006396024,0.0005859247,0.0002837051,0.00001360447,0.0004952234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002383431,"threshold_uncertainty_score":0.01260489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07491512187162214,"score_gpt":0.3633213186507237,"score_spread":0.2884061967791016,"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."}}