{"id":"W4362717086","doi":"10.1111/codi.16561","title":"Abdominoperineal resection by the trans‐anal <scp>total mesorectal excision</scp> approach: are we refuting the technology a bit too early?","year":2023,"lang":"en","type":"letter","venue":"Colorectal Disease","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Abdominoperineal resection; Total mesorectal excision; Resection; Bit (key); Surgery; Colorectal cancer; Internal medicine; Computer network; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004629151,0.001124637,0.001266889,0.0005461095,0.0008630148,0.0002193515,0.0009372149,0.001307714,0.000118783],"category_scores_gemma":[0.001164898,0.0006710658,0.001085221,0.002338195,0.00109135,0.0001514371,0.0004866473,0.004296075,0.0002481277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007847963,"about_ca_system_score_gemma":0.0004726694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000130836,"about_ca_topic_score_gemma":0.00002954148,"domain_scores_codex":[0.9936988,0.000522734,0.0008847279,0.001719842,0.001671645,0.00150219],"domain_scores_gemma":[0.9960702,0.001398321,0.0004837182,0.001280101,0.0002599582,0.0005076814],"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":[0.0023907,0.0004379264,0.004279976,0.0005035742,0.001207286,0.003317686,0.0005227423,0.000022723,0.0002517114,0.00001430605,0.9798695,0.007181822],"study_design_scores_gemma":[0.007973772,0.00391264,0.1025711,0.001238915,0.004102775,0.001564992,0.001601627,0.002674462,0.000798705,0.0005728491,0.8718216,0.001166551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7230318,0.004137244,0.00003569042,0.2600427,0.002032624,0.004331261,0.001235874,0.001050073,0.004102803],"genre_scores_gemma":[0.916401,0.0007560955,0.00005654454,0.03716428,0.006476285,0.005528763,0.001843011,0.0006172703,0.03115671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2228784,"threshold_uncertainty_score":0.9999888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03219640214115203,"score_gpt":0.2757865406393287,"score_spread":0.2435901384981767,"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."}}