{"id":"W1981410319","doi":"10.2310/7070.2005.34507","title":"Ergonomics in Endoscopic Sinus Surgery: Systematic Review of the Literature","year":2005,"lang":"en","type":"review","venue":"The Journal of Otolaryngology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Endoscope; Medicine; Sitting; Gaze; Endoscopy; Elbow; Lumbar; Neck pain; Surgery; Physical medicine and rehabilitation; Computer vision; Computer science","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":[0.007913897,0.001469256,0.005639173,0.008089405,0.000491555,0.001572503,0.00127214,0.001622061,0.003022011],"category_scores_gemma":[0.03284504,0.0009038959,0.003432939,0.009041851,0.0006839255,0.00157257,0.0007744536,0.0005554219,0.0002938308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001960102,"about_ca_system_score_gemma":0.008822131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006695975,"about_ca_topic_score_gemma":0.02154378,"domain_scores_codex":[0.9916347,0.003937136,0.002316934,0.0004630218,0.001474477,0.0001737378],"domain_scores_gemma":[0.9729741,0.01788033,0.005893129,0.0002557543,0.002737524,0.0002591451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003078103,0.00004987397,0.00292688,0.90009,0.005821735,0.0004866629,0.0004114493,0.0001646296,0.0002344542,0.0001072141,0.002361157,0.08703806],"study_design_scores_gemma":[0.0006679039,0.001104498,0.03017315,0.8808203,0.05177046,0.002886186,0.001431705,0.0001580494,0.0004055747,0.0002881229,0.03020477,0.00008938552],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002171258,0.996973,0.000117372,0.0001891345,0.0001006021,0.0001153425,0.0001469652,0.000003770032,0.0001824669],"genre_scores_gemma":[0.01598881,0.9827341,0.0005652214,0.0001836973,0.00008739274,0.0002484192,0.0001132805,0.000001914298,0.00007705185],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008089405,"threshold_uncertainty_score":0.04185319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04111302457541647,"score_gpt":0.3328581714179317,"score_spread":0.2917451468425152,"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."}}