{"id":"W3036585037","doi":"10.1007/s10151-020-02234-5","title":"Transperineal minimally invasive APE: preliminary outcomes in a multicenter cohort","year":2020,"lang":"en","type":"article","venue":"Techniques in Coloproctology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Medicine; Surgery; Perioperative; Dehiscence; Wound dehiscence; Retrospective cohort study; Perforation; Clinical endpoint; Randomized controlled trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001472004,0.0005050708,0.0005061614,0.0008009608,0.0006098119,0.000901409,0.0004259737,0.0004284508,0.00150405],"category_scores_gemma":[0.002989746,0.0003901685,0.0006786851,0.0009161675,0.0003892453,0.0008724569,0.000885585,0.0005897569,0.0004460895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003439499,"about_ca_system_score_gemma":0.0005112051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195353,"about_ca_topic_score_gemma":0.001119229,"domain_scores_codex":[0.9991537,0.0002238225,0.00009228735,0.0002657836,0.0001366473,0.0001277708],"domain_scores_gemma":[0.9981073,0.000262697,0.0007359598,0.0002649756,0.0002097777,0.0004193768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000438586,0.0001593321,0.9965751,0.00001181654,0.00005911401,0.0004178399,0.0001219998,0.00003667866,0.0002943285,0.00001594655,0.0001113485,0.001757877],"study_design_scores_gemma":[0.0001194555,0.001760624,0.993286,0.00001725576,0.000112501,0.003017933,0.00068106,0.0003625421,0.0001861971,0.0000374501,0.0004017032,0.00001721571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993729,0.0001286184,0.0001282189,0.00001839554,0.00000412865,0.00002246513,0.0001911894,0.00000260851,0.0001315199],"genre_scores_gemma":[0.9990995,0.0001101931,0.0001628381,0.00002781427,0.0000194349,0.00004061749,0.0004664657,0.000005083565,0.00006810555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00150405,"threshold_uncertainty_score":0.007784843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587586747411217,"score_gpt":0.3217018285167955,"score_spread":0.2958259610426833,"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."}}