{"id":"W4240048339","doi":"10.1055/s-2002-31992","title":"Laparoscopic Gastrostomy","year":2002,"lang":"en","type":"letter","venue":"Endoscopy","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gastrostomy; Gastrostomy tube; General surgery; Surgery","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007997447,0.0003795676,0.0006526168,0.0001761114,0.00009366813,0.00006365547,0.0003835099,0.0008394727,0.002098182],"category_scores_gemma":[0.0001110996,0.0003854012,0.0002848716,0.000104308,0.0001952327,0.00005711044,0.00006166825,0.002698963,0.001499371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000855864,"about_ca_system_score_gemma":0.000002979575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001738475,"about_ca_topic_score_gemma":0.000006164327,"domain_scores_codex":[0.9975586,0.0002344524,0.0005120604,0.000594563,0.0003238261,0.0007764824],"domain_scores_gemma":[0.9987794,0.000288138,0.0002027833,0.0005803131,0.00004531946,0.00010409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008080217,0.00006117496,0.003932263,0.00007562327,0.00002311805,0.0001777348,0.00001780528,2.07386e-7,0.00006325234,4.87002e-7,0.9953685,0.0001990149],"study_design_scores_gemma":[0.001892537,0.000554943,0.0004941038,0.0001337077,0.0000616736,0.00001761651,0.000002408465,0.000009460446,0.0002972782,0.0001231054,0.9962238,0.0001893415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004911205,0.0001899023,0.00002747629,0.9874659,0.005882839,0.0002831954,0.0001186546,0.0002592785,0.0008615312],"genre_scores_gemma":[0.001791653,0.0000290772,0.00118084,0.9864235,0.008185736,0.00005092757,0.0004175513,0.00009300737,0.001827693],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.003438159,"threshold_uncertainty_score":0.9998598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899259466666278,"score_gpt":0.2987766735217737,"score_spread":0.269784078855111,"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."}}