{"id":"W2351502639","doi":"","title":"PRINCIPLE AND FUNCTIONS OF VIRTUAL ENDOSCOPY","year":2001,"lang":"en","type":"article","venue":"","topic":"Diverse Topics in Contemporary Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Computer science; Computer graphics (images); OpenGL; Rendering (computer graphics); Endoscopy; Artificial intelligence; Visualization; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006612685,0.0006683185,0.000536931,0.001446479,0.0007110623,0.00215941,0.001112306,0.001567657,0.004714329],"category_scores_gemma":[0.0009563086,0.000438287,0.0005824105,0.0006613911,0.00185324,0.002194026,0.001886874,0.001629677,0.002471425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003506087,"about_ca_system_score_gemma":0.000721439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004443359,"about_ca_topic_score_gemma":0.0001922251,"domain_scores_codex":[0.9991391,0.0001645286,0.0000470423,0.0001402036,0.0004441945,0.00006492207],"domain_scores_gemma":[0.9996468,0.0001034197,0.00002784482,0.00005642592,0.0001096144,0.00005582473],"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":[0.0002318216,0.00007172197,0.001598243,0.0008103277,0.00004581245,0.001019074,0.0007684162,0.007153768,0.06276577,0.374207,0.01355184,0.5377762],"study_design_scores_gemma":[0.00007160875,0.0007628955,0.003062299,0.0004686743,0.00008066082,0.01314873,0.0003599112,0.03453298,0.04441741,0.1763255,0.7263662,0.0004031766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006132272,0.01045555,0.927892,0.0008901439,0.0009172543,0.0001625075,0.0001612912,0.001635236,0.0517537],"genre_scores_gemma":[0.2690481,0.0165352,0.6597681,0.001242731,0.001476372,0.0007316678,0.0003467386,0.0004880815,0.05036293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004714329,"threshold_uncertainty_score":0.01577103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0898498127232438,"score_gpt":0.3913669653385599,"score_spread":0.3015171526153161,"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."}}