{"id":"W4308203378","doi":"10.51731/cjht.2022.492","title":"Robotic Surgical Systems for Orthopedics","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Orthopedic surgery; Medicine; Joint replacement; Arthroplasty; Learning curve; Knee replacement; Medical physics; Physical therapy; Surgery; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001633346,0.001503855,0.0007866998,0.001966587,0.0007529631,0.003024634,0.00149521,0.002423916,0.1411603],"category_scores_gemma":[0.005900938,0.0004531531,0.001001607,0.001183789,0.001174066,0.002766791,0.00337184,0.002710668,0.0954358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009581965,"about_ca_system_score_gemma":0.002255142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009948034,"about_ca_topic_score_gemma":0.001213186,"domain_scores_codex":[0.9975921,0.0003757362,0.0002233054,0.000248646,0.001433574,0.0001265983],"domain_scores_gemma":[0.9963655,0.0007953314,0.0003208951,0.000595822,0.001370793,0.000551555],"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":[0.0001018855,0.00006084557,0.0005024176,0.001182187,0.00004493027,0.0003005206,0.0001345761,0.00135834,0.004520026,0.02278041,0.3406548,0.6283591],"study_design_scores_gemma":[0.00002612213,0.00006798621,0.0003726074,0.000278664,0.0000149613,0.0009149279,0.00003196841,0.001020527,0.0007603033,0.008501767,0.9879776,0.00003251504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003317545,0.09866055,0.2761234,0.02953318,0.02412299,0.0009229225,0.004029864,0.03433149,0.528958],"genre_scores_gemma":[0.0669145,0.1145707,0.2364465,0.01697599,0.01842613,0.001546314,0.009871702,0.004125447,0.5311227],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1411603,"threshold_uncertainty_score":0.4722284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779171321654071,"score_gpt":0.3081298103642984,"score_spread":0.2703380971477576,"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."}}