{"id":"W2775881819","doi":"10.21037/hbsn.2017.12.01","title":"Synchronous colorectal liver metastases: a national survey of surgeon opinions on simultaneous resection and multidisciplinary cooperation","year":2018,"lang":"en","type":"article","venue":"HepatoBiliary Surgery and Nutrition","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Chinook Regional Hospital; University of Calgary","funders":"","keywords":"Medicine; Asymptomatic; Referral; General surgery; Surgery; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001620294,0.0001396499,0.0001786564,0.0009921683,0.0007070424,0.0004888182,0.0004420535,0.0003935607,0.001677011],"category_scores_gemma":[0.005738131,0.0001976017,0.0002466803,0.001786127,0.0004283899,0.0004375233,0.0008322555,0.0004658574,0.0002300053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002339194,"about_ca_system_score_gemma":0.002937891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3352893,"about_ca_topic_score_gemma":0.3918122,"domain_scores_codex":[0.9984685,0.0003035537,0.0001710448,0.0001278272,0.0006050016,0.0003240271],"domain_scores_gemma":[0.9915705,0.001135763,0.003434663,0.0001764157,0.002051063,0.001631634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002569161,0.000015207,0.9974601,0.00001930046,0.00001060737,0.00004374509,0.0006958662,0.00002295757,0.00008407805,0.000008436395,0.0004272746,0.001186917],"study_design_scores_gemma":[0.000001982541,0.00002856037,0.9963515,0.0000183714,0.000003562158,0.00009368329,0.002922353,0.00007709801,0.00001804826,0.000003361733,0.0004773254,0.00000410185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970064,0.0002265481,0.00004040843,0.0003859259,0.000009530512,0.00001987167,0.0008467701,0.000003856989,0.001460671],"genre_scores_gemma":[0.9988983,0.0002449497,0.00007391843,0.0001323384,0.000006642527,0.00001477717,0.000463064,0.000001972619,0.0001639705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3352893,"threshold_uncertainty_score":0.6666754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06990868926031532,"score_gpt":0.2877656212144487,"score_spread":0.2178569319541334,"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."}}