{"id":"W4391873575","doi":"10.1093/jcag/gwad061.219","title":"A219 EARLY CANADIAN EXPERIENCE WITH BALLOON CRYOTHERAPY FOR BARRETT’S ESOPHAGUS","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Cryotherapy; Balloon; Esophagus; Medicine; Barrett's esophagus; General surgery; Radiology; Surgery; Internal medicine; Cancer; Adenocarcinoma","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":[0.0005604362,0.000265418,0.0002462552,0.000474635,0.002364811,0.000908156,0.0005333915,0.0003258432,0.004134779],"category_scores_gemma":[0.001670074,0.0001452709,0.0004649085,0.001386564,0.0005121412,0.0002071427,0.0006659009,0.0005348083,0.0004853221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01413509,"about_ca_system_score_gemma":0.01567088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8017017,"about_ca_topic_score_gemma":0.9350203,"domain_scores_codex":[0.9994836,0.00006418012,0.0000202014,0.00005197019,0.000197098,0.0001828737],"domain_scores_gemma":[0.9987457,0.0001306815,0.0001444442,0.00004618806,0.0003718952,0.0005611162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00161844,0.000743894,0.7600423,0.0006130335,0.0002477447,0.009333579,0.005394476,0.001257537,0.007027348,0.00144961,0.02215333,0.1901188],"study_design_scores_gemma":[0.000208721,0.001906202,0.8121209,0.000395042,0.0002537443,0.02436637,0.005454651,0.001312036,0.002298102,0.0002146662,0.1513592,0.000110237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472162,0.00816556,0.0006967292,0.002586683,0.0001339035,0.0001719072,0.000758371,0.00005667056,0.04021401],"genre_scores_gemma":[0.9852515,0.006423804,0.0009087404,0.0009493757,0.000123556,0.00002816231,0.0006337491,0.00003461541,0.005646492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982983,"threshold_uncertainty_score":0.3989323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156598881656618,"score_gpt":0.2741273029152381,"score_spread":0.2625613140986719,"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."}}