{"id":"W3215763222","doi":"10.14309/ajg.0000000000001554","title":"A Randomized Controlled Trial of Cold Snare Polypectomy Technique: Technique Matters More Than Snare Wire Diameter","year":2021,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Randomized controlled trial; Polypectomy; Surgery; Internal medicine; Colonoscopy","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":[0.001471302,0.0002701183,0.003434451,0.0003656415,0.00004631618,0.00001593443,0.0003374021,0.00004828231,0.0001236873],"category_scores_gemma":[0.0002651179,0.0001580678,0.001225378,0.0003312165,0.0008916861,0.00005955469,0.000120195,0.0004663252,0.000001048695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007962079,"about_ca_system_score_gemma":0.0001343353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000349054,"about_ca_topic_score_gemma":0.00001046454,"domain_scores_codex":[0.9967465,0.0009975909,0.001221079,0.0002004869,0.0004450973,0.0003892132],"domain_scores_gemma":[0.9966911,0.0004368223,0.001958327,0.0004486533,0.0003339048,0.0001311688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9846744,0.0002440527,0.006293222,0.00003872812,0.001517621,0.0002798101,0.0001790884,0.000005510788,0.004463057,0.00002132353,0.002013247,0.000269919],"study_design_scores_gemma":[0.9789313,0.01136864,0.00182856,0.000243858,0.001797437,0.001777561,0.0009760255,0.00001312858,0.002355384,0.00005055762,0.0005587998,0.00009871571],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287444,0.0001881681,0.01671803,0.04995451,0.0003831056,0.003800045,0.00001169848,0.00003143616,0.00016862],"genre_scores_gemma":[0.9876435,0.0001762431,0.004158485,0.007098587,0.0002583551,0.0003502156,0.00000475297,0.00003437516,0.0002754773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05889913,"threshold_uncertainty_score":0.6445819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008497524086179062,"score_gpt":0.2708771302539286,"score_spread":0.2623796061677496,"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."}}