{"id":"W3006846913","doi":"10.1093/jcag/gwz047.144","title":"A145 A SUBMUCOSAL FLUID CUSHION PREVENTS MUSCLE LAYER DAMAGE DURING ARGON PLASMA COAGULATION","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cushion; Argon plasma coagulation; Submucosa; Materials science; Biomedical engineering; Fundus (uterus); Medicine; Surgery; Endoscopy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005265528,0.0001074395,0.0003821045,0.0001685529,0.00009158807,0.0000136096,0.000146125,0.0001291868,0.00004282528],"category_scores_gemma":[0.0004856328,0.0000881202,0.0002408927,0.000136155,0.00002596976,0.0001155108,0.00002310209,0.0003455662,0.000008714387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006492083,"about_ca_system_score_gemma":0.000364383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004239827,"about_ca_topic_score_gemma":0.02261108,"domain_scores_codex":[0.998414,0.0002828738,0.0005533593,0.0001036701,0.000348674,0.0002973995],"domain_scores_gemma":[0.9983312,0.00004932416,0.0009224258,0.0001163839,0.0002295316,0.0003511412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007941775,0.00004413616,0.9404281,0.00002215039,0.00015951,0.00003275685,0.0004179622,0.0004658927,0.04661833,0.00001005064,0.01097027,0.00003665428],"study_design_scores_gemma":[0.002674706,0.0005082272,0.9914432,0.00004737681,0.0001119305,0.00007644748,0.00005986568,0.0003807069,0.002460308,0.000009578982,0.002181963,0.00004566681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794789,0.00001521169,0.00001633538,0.01971837,0.0004658049,0.0001332268,0.00002803022,0.000005588616,0.0001385152],"genre_scores_gemma":[0.9973964,0.00001292388,0.00008449858,0.001787547,0.0003783176,0.000001116055,0.000007440634,0.00001473605,0.0003169819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05101512,"threshold_uncertainty_score":0.9952237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528848108593963,"score_gpt":0.2272764742094933,"score_spread":0.2119879931235537,"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."}}