{"id":"W4281476564","doi":"10.1503/cjs.025620","title":"Augmented-reality–guided insertion of sliding hip screw guidewire: a preclinical investigation","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Fluoroscopy; Medicine; Trajectory; Femoral neck; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001382976,0.0006859805,0.0004040539,0.0005370114,0.0001738336,0.0005146443,0.0008981811,0.0007214855,0.002208495],"category_scores_gemma":[0.00182444,0.0004761576,0.0008540635,0.0002540898,0.0008753155,0.0007236525,0.0004142415,0.0007776686,0.000472785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018715,"about_ca_system_score_gemma":0.0005200665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001407196,"about_ca_topic_score_gemma":0.001167956,"domain_scores_codex":[0.9993004,0.000288455,0.00005787279,0.00006897818,0.0001748609,0.0001093973],"domain_scores_gemma":[0.9987942,0.0004876496,0.0002134134,0.0002318676,0.0001623237,0.0001105857],"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":[0.01623728,0.04161766,0.01576289,0.002567138,0.0007209027,0.003002241,0.002433323,0.01640705,0.7091001,0.001254865,0.001570896,0.1893257],"study_design_scores_gemma":[0.003184578,0.5228676,0.04368985,0.0002646325,0.001055003,0.008664968,0.001233651,0.07539517,0.3329839,0.0006874701,0.009741094,0.0002321706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859694,0.0009348239,0.011595,0.00009497503,0.00005895818,0.0002648557,0.0000974658,0.0001263175,0.0008581462],"genre_scores_gemma":[0.9806753,0.001237013,0.01690654,0.00009198683,0.00004693552,0.0001870667,0.0001773925,0.00001965229,0.0006583461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002208495,"threshold_uncertainty_score":0.007388175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1899008014276218,"score_gpt":0.3351551664634809,"score_spread":0.145254365035859,"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."}}