{"id":"W7800944","doi":"","title":"Dramatic innovations in modern surgical subspecialties.","year":2010,"lang":"en","type":"review","venue":"PubMed","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Subspecialty; Total mesorectal excision; General surgery; Surgical oncology; Colorectal surgery; Patient care; Surgery; Medical physics; Colorectal cancer; Nursing; Abdominal surgery; Family medicine; Internal medicine","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":[0.002431441,0.0005819205,0.00103344,0.0050436,0.0003874085,0.001472584,0.0005810551,0.001140439,0.004461453],"category_scores_gemma":[0.007428222,0.0002693404,0.001107008,0.006186844,0.001040665,0.001861161,0.0009870201,0.00102155,0.0007113171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234329,"about_ca_system_score_gemma":0.004404569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132004,"about_ca_topic_score_gemma":0.006040813,"domain_scores_codex":[0.9978204,0.0006462531,0.0004192107,0.0001753937,0.0008699918,0.00006883938],"domain_scores_gemma":[0.9938954,0.004249665,0.0009057777,0.0001607523,0.0006609701,0.0001273915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000545736,0.00004013221,0.001213778,0.1116294,0.0005344943,0.0003327935,0.0004502984,0.000195499,0.0008075901,0.006614185,0.02214064,0.8559866],"study_design_scores_gemma":[0.00005628171,0.0001908711,0.01204497,0.08937523,0.001271801,0.003889645,0.00101076,0.00008378964,0.0007364145,0.004704931,0.8865833,0.00005192604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002398253,0.9976426,0.0001042136,0.000532526,0.0002185472,0.000009842686,0.00002043755,0.000004144734,0.001227823],"genre_scores_gemma":[0.003265167,0.994882,0.0006889364,0.0005940166,0.0002098024,0.0000165751,0.00002897299,0.000001721474,0.0003128468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0050436,"threshold_uncertainty_score":0.01492512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08956228483629489,"score_gpt":0.3433967569627382,"score_spread":0.2538344721264433,"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."}}