{"id":"W2414217971","doi":"10.1016/j.soc.2009.09.001","title":"Preface","year":2009,"lang":"en","type":"article","venue":"Surgical Oncology Clinics of North America","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Toronto General Hospital","funders":"","keywords":"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":[0.001592576,0.0007440239,0.0004719261,0.0024791,0.002334064,0.002533922,0.001059569,0.0009020297,0.2934887],"category_scores_gemma":[0.01495266,0.0001995879,0.0004071626,0.001201823,0.0004698866,0.001892951,0.001726634,0.003155383,0.1908074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001540891,"about_ca_system_score_gemma":0.002232345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004668141,"about_ca_topic_score_gemma":0.005888073,"domain_scores_codex":[0.9993089,0.0001125448,0.00004851958,0.00008877346,0.0003755896,0.00006559092],"domain_scores_gemma":[0.9913594,0.001186809,0.0002570936,0.0005259397,0.005586805,0.001084059],"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":[0.00001385736,0.000009701428,0.00007257229,0.0000377189,7.592864e-7,0.00003415369,0.00002483312,0.00002103499,0.00004910168,0.00158298,0.9800957,0.01805755],"study_design_scores_gemma":[0.00000317398,0.000007115384,0.0002490582,0.00007609659,0.00000119064,0.00005302397,0.00005488281,0.00001817249,0.0000601845,0.001179653,0.9982945,0.000003029754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001182767,0.008301771,0.003713896,0.05856916,0.5239721,0.000571719,0.005886666,0.0008473561,0.3969546],"genre_scores_gemma":[0.005997672,0.004337179,0.001743344,0.01744952,0.0662322,0.000365461,0.00390464,0.0004957308,0.8994742],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2934887,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02808084014598064,"score_gpt":0.36550202668293,"score_spread":0.3374211865369494,"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."}}