{"id":"W4387843583","doi":"10.3390/curroncol30100676","title":"Guideline- Versus Non-Guideline-Based Neoadjuvant Management of Clinical T4 Rectal Cancer","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University","keywords":"Medicine; Guideline; Colorectal cancer; Neoadjuvant therapy; Internal medicine; Disease; Retrospective cohort study; Cancer; Clinical endpoint; Oncology; Intensive care medicine; Clinical trial; Breast cancer; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008740182,0.0000926502,0.0002043654,0.0004404003,0.0002883427,0.0003589453,0.0001879936,0.0002241414,0.001079391],"category_scores_gemma":[0.00443038,0.00006324307,0.0002443367,0.0008371889,0.0002039934,0.0002634191,0.000312175,0.0001969312,0.000100585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006817036,"about_ca_system_score_gemma":0.001214238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00408714,"about_ca_topic_score_gemma":0.01170639,"domain_scores_codex":[0.9990039,0.000354507,0.0002149788,0.0001091815,0.0001866666,0.0001307971],"domain_scores_gemma":[0.9976051,0.0004204676,0.001290591,0.00008670218,0.0002483781,0.0003487726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003106633,0.00009659118,0.9892943,0.00008259621,0.00005289177,0.00009475194,0.00009890686,0.00006691083,0.0001415092,0.00003815004,0.0003403124,0.009382318],"study_design_scores_gemma":[0.00004497703,0.0007752513,0.9964251,0.00006425039,0.0001130515,0.0004250069,0.000386221,0.0003732861,0.000221119,0.00006906761,0.001096305,0.000006513804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982421,0.0007259384,0.0001006374,0.0001473984,0.00001191075,0.00002717967,0.0002153184,0.000002658652,0.0005268619],"genre_scores_gemma":[0.9990461,0.0001976727,0.0001372015,0.00009232116,0.00001415738,0.00003033888,0.0003647865,8.333111e-7,0.0001164468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00408714,"threshold_uncertainty_score":0.008126736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3657716706320671,"score_gpt":0.5767473384632812,"score_spread":0.2109756678312141,"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."}}