{"id":"W2559897836","doi":"10.1503/cjs.012115","title":"The use of computer-assisted surgery as an educational tool for the training of orthopedic surgery residents in pedicle screw placement: a pilot study and survey among orthopedic residents","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Orthopedic surgery; Cadaver; Surgery; Physical therapy; Orthodontics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007211414,0.0001786451,0.0006906221,0.0008637934,0.0002105594,0.00006948991,0.0001435049,0.00006709328,0.00006664494],"category_scores_gemma":[0.006270913,0.0001033938,0.0001827481,0.0004305045,0.0002916747,0.0004196584,0.00001993039,0.0001980608,2.799964e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001183666,"about_ca_system_score_gemma":0.003979039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02985275,"about_ca_topic_score_gemma":0.05572702,"domain_scores_codex":[0.9969614,0.0004952885,0.001450761,0.0002025256,0.0005251213,0.0003649429],"domain_scores_gemma":[0.9838858,0.01359815,0.001066895,0.0003101564,0.0007256366,0.0004133725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009386647,0.0001578511,0.9580163,0.00004703658,0.0001363193,0.00006536787,0.0002817032,0.00000242368,0.00002065952,0.000009536371,0.009653999,0.03067009],"study_design_scores_gemma":[0.0005217612,0.00052135,0.9967898,0.001026643,0.00007747207,0.0001256373,0.0003468415,0.00001408107,0.0000264686,0.00003754461,0.0003994843,0.0001129481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967182,0.0007023328,0.0001947849,0.001332337,0.0004769872,0.0005121414,0.00005524271,0.000005149091,0.000002774532],"genre_scores_gemma":[0.9987908,0.000458312,0.00007208544,0.0002467019,0.000256612,0.00002191174,0.00001749576,0.00002951459,0.0001065552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03877342,"threshold_uncertainty_score":0.9766076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823327950439352,"score_gpt":0.3332966719200387,"score_spread":0.1509638768761035,"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."}}