{"id":"W3198666290","doi":"10.1002/jgh3.12638","title":"Novel triangle tip‐jet knife increases efficiency in peroral endoscopic myotomy for achalasia","year":2021,"lang":"en","type":"article","venue":"JGH Open","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"Queen's University","keywords":"Achalasia; Myotomy; Medicine; Forceps; Surgery; Retrospective cohort study; Dissection (medical); Nuclear medicine; Esophagus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004892017,0.0001326017,0.0002985311,0.0003079233,0.0001331846,0.0003649472,0.000172034,0.0001437014,0.001203948],"category_scores_gemma":[0.00202124,0.00008464428,0.0003040037,0.0003006301,0.0001862487,0.0004506789,0.0002333418,0.0002386357,0.0001522011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002011579,"about_ca_system_score_gemma":0.0001921005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000382367,"about_ca_topic_score_gemma":0.0008780236,"domain_scores_codex":[0.999589,0.0000843342,0.00005475613,0.00006087494,0.0001663396,0.0000445949],"domain_scores_gemma":[0.9992505,0.0002376473,0.0003149591,0.00004031395,0.00005695044,0.00009969515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007952631,0.001174709,0.5389068,0.0006221105,0.0003825496,0.002898846,0.0004510033,0.0008231413,0.04902412,0.0001183029,0.001050749,0.396595],"study_design_scores_gemma":[0.0001741363,0.009273642,0.9695412,0.00005619938,0.0001602198,0.01119746,0.000307103,0.002116635,0.005595023,0.00005294115,0.001500393,0.00002496276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975944,0.001065456,0.000819033,0.00003614301,0.00001045249,0.000008312187,0.00001703937,0.00001571631,0.0004334976],"genre_scores_gemma":[0.9981522,0.0005243176,0.001066531,0.00002812379,0.00001977128,0.000007385219,0.00003700648,0.000007201039,0.0001575068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001203948,"threshold_uncertainty_score":0.004027605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05040864733887917,"score_gpt":0.3543174598860739,"score_spread":0.3039088125471948,"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."}}