{"id":"W4206298414","doi":"10.1155/2021/2435126","title":"Development and Validation of a Mixed Reality Configuration of a Simulator for a Minimally Invasive Spine Surgery Using the Workspace of a Haptic Device and Simulator Users","year":2021,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; McGill University","keywords":"Workspace; Haptic technology; Simulation; Virtual reality; Computer science; Surgical simulation; Kinematics; Position (finance); Human–computer interaction; Artificial intelligence; Robot; Surgery; Medicine","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":[0.003212414,0.0007709184,0.0003616688,0.0009694485,0.0003208857,0.00104968,0.001128203,0.000667057,0.001539401],"category_scores_gemma":[0.0108446,0.0004446164,0.0005432915,0.0002452843,0.0006353041,0.001019172,0.001782676,0.0003758896,0.0004273732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002553273,"about_ca_system_score_gemma":0.0008658007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003056789,"about_ca_topic_score_gemma":0.0003636678,"domain_scores_codex":[0.9972252,0.001165585,0.000229842,0.0002508116,0.001008071,0.0001206276],"domain_scores_gemma":[0.9947277,0.002166208,0.0005194869,0.001091735,0.00124063,0.000254261],"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":[0.002074975,0.0008669671,0.02565764,0.001040486,0.0001621411,0.0008937734,0.003732219,0.08566354,0.6340073,0.00554173,0.0008431269,0.2395161],"study_design_scores_gemma":[0.0003002443,0.01288883,0.04227959,0.000427045,0.0002534087,0.004022929,0.001988964,0.3879122,0.5317083,0.002801419,0.01491939,0.0004976652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.369503,0.0001743409,0.6272258,0.00008648692,0.00005533864,0.0004464898,0.0001357492,0.0007491786,0.001623552],"genre_scores_gemma":[0.7607719,0.0001004269,0.2378062,0.00003368957,0.000008926643,0.000322267,0.0001693055,0.00008043854,0.0007069667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003212414,"threshold_uncertainty_score":0.01698905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2484466568641387,"score_gpt":0.4353850401800626,"score_spread":0.186938383315924,"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."}}