{"id":"W4405350178","doi":"10.1159/000543013","title":"Stereotactic Frame-Based Targeting of the Posterior Fossa: A Systematic Workflow for the Leksell G Frame","year":2024,"lang":"en","type":"article","venue":"Stereotactic and Functional Neurosurgery","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Stereotaxy; Computer science; Medicine; Fiducial marker; Computer vision; Artificial intelligence; Haptic technology","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":[0.004493294,0.001388699,0.0007976005,0.002710378,0.000867373,0.002052154,0.001637333,0.001229823,0.007711459],"category_scores_gemma":[0.005195215,0.0008602767,0.001147096,0.0007454271,0.001130893,0.001357649,0.001672568,0.001916685,0.006417987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009058029,"about_ca_system_score_gemma":0.00482078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004317129,"about_ca_topic_score_gemma":0.005869497,"domain_scores_codex":[0.9983949,0.0004588387,0.0002197716,0.0002885118,0.0005180006,0.0001198826],"domain_scores_gemma":[0.9981014,0.0003810506,0.0002238063,0.0005653173,0.0005273036,0.0002011547],"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":[0.0009347008,0.0002749688,0.007801902,0.001415754,0.000142586,0.005567619,0.002465833,0.006884389,0.1566977,0.006255826,0.0197067,0.7918521],"study_design_scores_gemma":[0.0007464321,0.003747626,0.07228164,0.003777125,0.0007404846,0.1061229,0.002180646,0.0734114,0.2141026,0.0264995,0.4949481,0.0014416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01599657,0.002017112,0.966158,0.0008286245,0.0002613606,0.001748344,0.0003345498,0.005425542,0.007229849],"genre_scores_gemma":[0.0440089,0.001230817,0.9498769,0.0002744986,0.00009506379,0.0008846081,0.0004971678,0.001116715,0.002015313],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007711459,"threshold_uncertainty_score":0.02579743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02674621366740552,"score_gpt":0.2511154711091453,"score_spread":0.2243692574417398,"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."}}