{"id":"W1587636952","doi":"10.1155/2008/510427","title":"Pneumoscrotum after Colonoscopy","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polypectomy; Colonoscopy; Medicine; Endoscopy; General surgery; Conservative treatment; Surgery; Conservative management; Colorectal cancer; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835931,0.000180222,0.0005461489,0.0004790603,0.00008979415,0.00001018935,0.0001982527,0.0001167315,0.000523514],"category_scores_gemma":[0.00009709255,0.0001678128,0.0002023045,0.0001145911,0.0003704632,0.0001152961,0.0000130069,0.0004789305,0.0000728312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485529,"about_ca_system_score_gemma":0.001117698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005965907,"about_ca_topic_score_gemma":0.009635026,"domain_scores_codex":[0.9983962,0.00009873409,0.0005074606,0.0001688093,0.0001679743,0.0006608603],"domain_scores_gemma":[0.9978985,0.00002117157,0.0002190383,0.0002501408,0.0002475759,0.001363527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001993995,0.00005181624,0.9711347,0.0000195275,0.0001202977,0.01232698,0.0003081516,0.000004548789,0.001905012,0.00001212087,0.01204608,0.00007675844],"study_design_scores_gemma":[0.002106887,0.006848196,0.9270729,0.00009453732,0.00009506314,0.04552224,0.0000453371,0.000009446569,0.0004331511,0.00004151957,0.01764053,0.00009016046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921768,0.0001789378,0.0001552796,0.0058141,0.0007108259,0.0001493697,0.00001708168,0.000008723846,0.0007888539],"genre_scores_gemma":[0.992844,0.00002105684,0.0009963061,0.00528387,0.000407589,0.000006946729,0.000003298613,0.00003190818,0.0004049715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04406178,"threshold_uncertainty_score":0.6843206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699646099235347,"score_gpt":0.2414703915777707,"score_spread":0.2244739305854172,"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."}}