{"id":"W4239971227","doi":"10.1515/iupac.88.0454","title":"Anastomosis","year":2017,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Terminology; Computer science; Linguistics; Philosophy","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":[0.001509342,0.001228332,0.001260997,0.003365477,0.0007797627,0.003295352,0.002002491,0.001497507,0.2326708],"category_scores_gemma":[0.01435119,0.0005247226,0.001775686,0.005852809,0.0003356248,0.002474043,0.002020937,0.001554936,0.2212652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571082,"about_ca_system_score_gemma":0.003004641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389777,"about_ca_topic_score_gemma":0.02299738,"domain_scores_codex":[0.9976471,0.0004019999,0.0005557122,0.0007022975,0.0004408801,0.0002519419],"domain_scores_gemma":[0.9942932,0.001478688,0.0007097863,0.00117669,0.001966849,0.0003748327],"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":[0.0001268843,0.00001418139,0.001652544,0.001423984,0.00004162501,0.00002106536,0.00002352125,0.0001016561,0.00007816503,0.000984521,0.9857796,0.00975216],"study_design_scores_gemma":[0.0001173142,0.00001529131,0.003053444,0.000823441,0.0000317816,0.0000664363,0.00005715595,0.0001004134,0.0001289965,0.001085994,0.9945017,0.00001796198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001373606,0.0002090444,0.0001372314,0.0001678443,0.00007880534,0.00004541307,0.9948611,0.0002946736,0.004068585],"genre_scores_gemma":[0.0006098033,0.0002506773,0.0004689806,0.0003725903,0.00003376504,0.0001731596,0.9948471,0.0001233806,0.003120628],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2326708,"threshold_uncertainty_score":0.7783612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795864057300113,"score_gpt":0.4744115625305634,"score_spread":0.4464529219575623,"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."}}