{"id":"W2061600368","doi":"10.1258/0022215011907505","title":"An improved instrument mounting arm","year":2001,"lang":"en","type":"article","venue":"The Journal of Laryngology & Otology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Universiti Kebangsaan Malaysia","keywords":"Medicine; Mount; Operator (biology); Medical physics; Operations management; Simulation; Operating system; Computer science","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":[0.00188228,0.00146224,0.001084928,0.002171686,0.0008319851,0.000991854,0.002499145,0.002341562,0.03736329],"category_scores_gemma":[0.004819616,0.001165283,0.001161776,0.001060081,0.0004776031,0.002563032,0.001644433,0.002175157,0.01761419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871756,"about_ca_system_score_gemma":0.0006530334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005623598,"about_ca_topic_score_gemma":0.0006826756,"domain_scores_codex":[0.9973505,0.0002623211,0.0002948368,0.0005483685,0.001294172,0.0002497992],"domain_scores_gemma":[0.9950139,0.0009978887,0.0003628609,0.001343625,0.002052775,0.0002289753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000805569,0.0002758648,0.00234568,0.0008097395,0.00005356473,0.0008194708,0.0002643699,0.001340677,0.4172256,0.006375186,0.03461985,0.5350643],"study_design_scores_gemma":[0.0002757823,0.002567809,0.0142747,0.0002457804,0.0005541035,0.01283938,0.0001103672,0.02911943,0.2904069,0.001648013,0.6474671,0.0004906213],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04539042,0.001440152,0.8896002,0.001503055,0.003895277,0.0008792665,0.0008770786,0.02285396,0.03356058],"genre_scores_gemma":[0.08875284,0.0009524268,0.8452275,0.0009785747,0.001132944,0.0004762695,0.001535956,0.001339705,0.05960378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03736329,"threshold_uncertainty_score":0.1249927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686949048831447,"score_gpt":0.2896644556755023,"score_spread":0.2727949651871878,"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."}}